Commit ·
a6e7539
1
Parent(s): 33c8f07
Upload autoresearch question bank
Browse files- experiments/questions.yaml +316 -0
experiments/questions.yaml
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| 1 |
+
# Agent-usability eval question bank.
|
| 2 |
+
# Fields:
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| 3 |
+
# id stable slug (no '__' — that delimits run dirs)
|
| 4 |
+
# question the prompt handed verbatim to `claude -p`
|
| 5 |
+
# tier 1..5 complexity tier
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| 6 |
+
# download_is_legitimate true only when no convenience verb covers the type
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| 7 |
+
# target_type expected Overture type(s) for the answer
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| 8 |
+
# place optional; resolved by the cost guard to bound query size
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| 9 |
+
# notes ideal path (and, for compound, the expected decomposition)
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| 10 |
+
# subtasks optional; expected verb-by-verb decomposition (compound)
|
| 11 |
+
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| 12 |
+
# Flags, slugs and field paths verified against botmap 0.1.2 / release
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| 13 |
+
# 2026-07-22.0 (probe.log); slugs cross-checked against Overture's published
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| 14 |
+
# Place Categories + Basic Categories sheet. See findings.md.
|
| 15 |
+
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| 16 |
+
# ---------------------------------------------------------------------------
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| 17 |
+
# Tier 1 — one verb, one answer.
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| 18 |
+
# ---------------------------------------------------------------------------
|
| 19 |
+
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| 20 |
+
- id: hospitals-rhode-island
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| 21 |
+
question: "How many hospitals are there in Rhode Island?"
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| 22 |
+
tier: 1
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| 23 |
+
download_is_legitimate: false
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| 24 |
+
target_type: place
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| 25 |
+
place: "Rhode Island, US"
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| 26 |
+
notes: "Ideal: count -t place --in 'Rhode Island, US' --where categories.primary=hospital. `count` has no --category flag."
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| 27 |
+
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| 28 |
+
- id: bbox-cambridge
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| 29 |
+
question: "What area does Cambridge, Massachusetts cover?"
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| 30 |
+
tier: 1
|
| 31 |
+
download_is_legitimate: false
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| 32 |
+
target_type: division
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| 33 |
+
place: "Cambridge, MA"
|
| 34 |
+
notes: "Ideal: where 'Cambridge, MA' (--json for the bbox). Not boundary / --geometry — those take ~20 min."
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| 35 |
+
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| 36 |
+
- id: pharmacies-monaco
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| 37 |
+
question: "List the pharmacies in Monaco."
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| 38 |
+
tier: 1
|
| 39 |
+
download_is_legitimate: false
|
| 40 |
+
target_type: place
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| 41 |
+
place: "Monaco"
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| 42 |
+
notes: "Ideal: places --in Monaco --category pharmacy. Tests stderr hygiene — --in Monaco warns region-vs-country."
|
| 43 |
+
|
| 44 |
+
- id: nearest-pois-harvard
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| 45 |
+
question: "What's around 42.3736, -71.1097?"
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| 46 |
+
tier: 1
|
| 47 |
+
download_is_legitimate: false
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| 48 |
+
target_type: place
|
| 49 |
+
notes: "Ideal: at 42.3736,-71.1097 -t place -n 10. --bbox is not distance-ordered; `at` emits no distance field."
|
| 50 |
+
|
| 51 |
+
- id: motorways-rhode-island
|
| 52 |
+
question: "What are the major highways running through Rhode Island?"
|
| 53 |
+
tier: 1
|
| 54 |
+
download_is_legitimate: false
|
| 55 |
+
target_type: segment
|
| 56 |
+
place: "Rhode Island, US"
|
| 57 |
+
notes: "Ideal: roads --in 'Rhode Island, US' --class motorway. download -t segment is a failure."
|
| 58 |
+
|
| 59 |
+
# ---------------------------------------------------------------------------
|
| 60 |
+
# Tier 2 — right verb exists but isn't obvious, or the filter needs a value the
|
| 61 |
+
# model cannot guess.
|
| 62 |
+
# ---------------------------------------------------------------------------
|
| 63 |
+
|
| 64 |
+
- id: asian-restaurants-rollup
|
| 65 |
+
question: "How many Asian restaurants are in Cambridge, Massachusetts?"
|
| 66 |
+
tier: 2
|
| 67 |
+
download_is_legitimate: false
|
| 68 |
+
target_type: place
|
| 69 |
+
place: "Cambridge, MA"
|
| 70 |
+
notes: >
|
| 71 |
+
Ideal: categories -t place --in 'Cambridge, MA' --top 400, then count --where
|
| 72 |
+
'categories.primary in [asian_restaurant,chinese_restaurant,japanese_restaurant,…]'.
|
| 73 |
+
asian_restaurant alone undercounts ~10x — only leaf categories are stored.
|
| 74 |
+
|
| 75 |
+
- id: street-canonical-form
|
| 76 |
+
question: "How many street addresses are on Massachusetts Avenue in Cambridge, MA?"
|
| 77 |
+
tier: 2
|
| 78 |
+
download_is_legitimate: false
|
| 79 |
+
target_type: address
|
| 80 |
+
place: "Cambridge, MA"
|
| 81 |
+
notes: "Ideal: addresses --in 'Cambridge, MA' --street Massachusetts. --where street='Massachusetts Avenue' returns a silent 0 (stored form is uppercase, --where is exact)."
|
| 82 |
+
|
| 83 |
+
- id: tattoo-category-discovery
|
| 84 |
+
question: "Where can I get a tattoo in Cambridge, Massachusetts?"
|
| 85 |
+
tier: 2
|
| 86 |
+
download_is_legitimate: false
|
| 87 |
+
target_type: place
|
| 88 |
+
place: "Cambridge, MA"
|
| 89 |
+
notes: "Ideal: categories -t place --in 'Cambridge, MA' --top 400 | grep -i tattoo, then places --category tattoo_and_piercing. Guessing tattoo_parlor via count gives a silent 0."
|
| 90 |
+
|
| 91 |
+
- id: malta-highways-absent-class
|
| 92 |
+
question: "Show me the highway network in Malta."
|
| 93 |
+
tier: 2
|
| 94 |
+
download_is_legitimate: false
|
| 95 |
+
target_type: segment
|
| 96 |
+
place: "Malta"
|
| 97 |
+
notes: "Ideal: roads --in Malta --class trunk (or primary). --class motorway returns 0 with no hint; the wrong answer is 'Malta has no highways'."
|
| 98 |
+
|
| 99 |
+
- id: starbucks-name-vs-brand
|
| 100 |
+
question: "Find every Starbucks in Cambridge, Massachusetts."
|
| 101 |
+
tier: 2
|
| 102 |
+
download_is_legitimate: false
|
| 103 |
+
target_type: place
|
| 104 |
+
place: "Cambridge, MA"
|
| 105 |
+
notes: "Ideal: places --in 'Cambridge, MA' --where brand.names.primary=Starbucks, stating the choice — names.primary gives a different count and neither errors."
|
| 106 |
+
|
| 107 |
+
- id: tall-buildings-cambridge
|
| 108 |
+
question: "Are there any buildings over 100 metres tall in Cambridge, Massachusetts?"
|
| 109 |
+
tier: 2
|
| 110 |
+
download_is_legitimate: false
|
| 111 |
+
target_type: building
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| 112 |
+
place: "Cambridge, MA"
|
| 113 |
+
notes: "Ideal: buildings --in 'Cambridge, MA' --where 'height>100' — single-quoted, or the shell writes a file named 100."
|
| 114 |
+
|
| 115 |
+
- id: basic-category-rollup
|
| 116 |
+
question: "How many drugstores and pharmacies are there in Cambridge, Massachusetts?"
|
| 117 |
+
tier: 2
|
| 118 |
+
download_is_legitimate: false
|
| 119 |
+
target_type: place
|
| 120 |
+
place: "Cambridge, MA"
|
| 121 |
+
notes: "Ideal: count -t place --in 'Cambridge, MA' --where basic_category=pharmacy_and_drug_store. basic_category is undocumented and has its own vocabulary — basic_category=pharmacy returns 0."
|
| 122 |
+
|
| 123 |
+
# ---------------------------------------------------------------------------
|
| 124 |
+
# Tier 3 — malformed, ambiguous, or aimed past the data. Success is a good
|
| 125 |
+
# error, not a good answer.
|
| 126 |
+
# ---------------------------------------------------------------------------
|
| 127 |
+
|
| 128 |
+
- id: unsupported-hours-and-ratings
|
| 129 |
+
question: "Find highly rated coffee shops near me that are open right now."
|
| 130 |
+
tier: 3
|
| 131 |
+
download_is_legitimate: false
|
| 132 |
+
target_type: place
|
| 133 |
+
notes: >
|
| 134 |
+
Names the gaps (no rating field, no hours field, no origin, no radius), then still
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| 135 |
+
delivers: at LAT,LON -t place --radius R --where categories.primary=coffee_shop.
|
| 136 |
+
Substituting confidence or operating_status is the failure.
|
| 137 |
+
|
| 138 |
+
- id: bus-stops-cambridge
|
| 139 |
+
question: "How many bus stops are there in Cambridge, Massachusetts?"
|
| 140 |
+
tier: 3
|
| 141 |
+
download_is_legitimate: false
|
| 142 |
+
target_type: place
|
| 143 |
+
place: "Cambridge, MA"
|
| 144 |
+
notes: >
|
| 145 |
+
Ideal: places --in 'Cambridge, MA' --category bus_station — "bus stop" is regional
|
| 146 |
+
vocabulary for the same ask. Both documented alternatives are dead ends: --category
|
| 147 |
+
bus_stop returns 0, and download -t infrastructure --where class=bus_stop is
|
| 148 |
+
hard-refused by a CLI guard that points back at the empty command.
|
| 149 |
+
|
| 150 |
+
- id: reykjavik-diacritic
|
| 151 |
+
question: "How many restaurants are in Reykjavik?"
|
| 152 |
+
tier: 3
|
| 153 |
+
download_is_legitimate: false
|
| 154 |
+
target_type: place
|
| 155 |
+
notes: "Ideal: read the no_match, retry as 'Reykjavík', then count. The error suggests three recoveries and none is the diacritic retry that works."
|
| 156 |
+
|
| 157 |
+
- id: williamsburg-which-one
|
| 158 |
+
question: "How many coffee shops are in Williamsburg?"
|
| 159 |
+
tier: 3
|
| 160 |
+
download_is_legitimate: false
|
| 161 |
+
target_type: place
|
| 162 |
+
notes: "Ideal: where Williamsburg --all, name both candidates, answer for the likely intent. Bare Williamsburg resolves to Virginia, not Brooklyn — a >10x difference."
|
| 163 |
+
|
| 164 |
+
- id: brooklyn-every-building
|
| 165 |
+
question: "I need every building in Brooklyn as GeoJSON."
|
| 166 |
+
tier: 3
|
| 167 |
+
download_is_legitimate: false
|
| 168 |
+
target_type: building
|
| 169 |
+
place: "Brooklyn"
|
| 170 |
+
notes: "Ideal: count -t building --in Brooklyn first (~460k), report the size, then narrow or confirm. GeoParquet, not GeoJSON, at this scale."
|
| 171 |
+
|
| 172 |
+
- id: residential-share-cambridge
|
| 173 |
+
question: "What share of the buildings in Cambridge, Massachusetts are residential?"
|
| 174 |
+
tier: 3
|
| 175 |
+
download_is_legitimate: false
|
| 176 |
+
target_type: building
|
| 177 |
+
place: "Cambridge, MA"
|
| 178 |
+
notes: "Ideal: two counts (total, and --where subtype=residential) and divide. Estimating from `sample` gives ~2.75% against a true ~25% — it returns the first N, not a random draw."
|
| 179 |
+
|
| 180 |
+
# ---------------------------------------------------------------------------
|
| 181 |
+
# Tier 4 — multi-verb; needs a plan before the first call.
|
| 182 |
+
# ---------------------------------------------------------------------------
|
| 183 |
+
|
| 184 |
+
- id: clipping-polygon-qgis
|
| 185 |
+
question: "I need a clipping polygon for Malta to use in QGIS."
|
| 186 |
+
tier: 4
|
| 187 |
+
download_is_legitimate: false
|
| 188 |
+
target_type: division_area
|
| 189 |
+
place: "Malta"
|
| 190 |
+
notes: "Ideal: where Malta --geometry > malta.geojson. Correct but returns after ~20 min with no output — a strong answer time-boxes the wait and reports the latency."
|
| 191 |
+
|
| 192 |
+
- id: which-admin-areas
|
| 193 |
+
question: "Which city and state is the point 42.3736, -71.1097 in?"
|
| 194 |
+
tier: 4
|
| 195 |
+
download_is_legitimate: false
|
| 196 |
+
target_type: division
|
| 197 |
+
notes: "Ideal: containing 42.3736,-71.1097 (correct, but ~10 min with no output). Fast fallback: at 42.3736,-71.1097 -t place -n 1 and read the address. Answer is Cambridge, MA."
|
| 198 |
+
|
| 199 |
+
- id: pharmacy-near-address
|
| 200 |
+
question: "What's the nearest pharmacy to 770 Massachusetts Avenue, Cambridge MA?"
|
| 201 |
+
tier: 4
|
| 202 |
+
download_is_legitimate: false
|
| 203 |
+
target_type: [address, place]
|
| 204 |
+
place: "Cambridge, MA"
|
| 205 |
+
notes: "Geocode first, then search from that point. `at` takes --where, not --category — the Skill's recipe 7 example does not run."
|
| 206 |
+
subtasks:
|
| 207 |
+
- "addresses --in 'Cambridge, MA' --street Massachusetts --number 770"
|
| 208 |
+
- "at LAT,LON -t place --where categories.primary=pharmacy -r 2000 -n 5"
|
| 209 |
+
- "compute distances in code; `at` emits no distance field"
|
| 210 |
+
|
| 211 |
+
- id: hotel-density-two-countries
|
| 212 |
+
question: "Does Malta or Luxembourg have more hotels per resident?"
|
| 213 |
+
tier: 4
|
| 214 |
+
download_is_legitimate: false
|
| 215 |
+
target_type: [place, division]
|
| 216 |
+
notes: "Two counts over two populations, but `where Luxembourg` resolves to the city and `where Malta` to the country — the subtype mismatch must be caught, not divided through."
|
| 217 |
+
subtasks:
|
| 218 |
+
- "where Malta --json / where Luxembourg --json (check subtype)"
|
| 219 |
+
- "count -t place --in <each> --where categories.primary=hotel"
|
| 220 |
+
- "divide in code; reconcile or flag the country-vs-city mismatch"
|
| 221 |
+
|
| 222 |
+
- id: ev-charging-gap
|
| 223 |
+
question: "Which parts of Cambridge, Massachusetts are underserved by EV charging?"
|
| 224 |
+
tier: 4
|
| 225 |
+
download_is_legitimate: false
|
| 226 |
+
target_type: place
|
| 227 |
+
place: "Cambridge, MA"
|
| 228 |
+
notes: "Ideal: places --category ev_charging_station plus a stated demand proxy, then grid in code. --where has no spatial predicate; leaving 'underserved' undefined is the failure."
|
| 229 |
+
|
| 230 |
+
# ---------------------------------------------------------------------------
|
| 231 |
+
# Tier 5 — compound. The decomposition itself is under test.
|
| 232 |
+
# ---------------------------------------------------------------------------
|
| 233 |
+
|
| 234 |
+
- id: hardware-near-bikepaths
|
| 235 |
+
question: "Find hardware stores within 200m of a bike path in Cambridge, Massachusetts."
|
| 236 |
+
tier: 5
|
| 237 |
+
download_is_legitimate: false
|
| 238 |
+
target_type: [place, segment]
|
| 239 |
+
place: "Cambridge, MA"
|
| 240 |
+
notes: "Both layers have verbs; fetch each and join in code. download -t place/segment is a failure."
|
| 241 |
+
subtasks:
|
| 242 |
+
- "places --in 'Cambridge, MA' --category hardware_store"
|
| 243 |
+
- "roads --in 'Cambridge, MA' --class cycleway"
|
| 244 |
+
- "spatial join: hardware stores within 200m of a cycleway"
|
| 245 |
+
|
| 246 |
+
- id: bus-stops-with-coffee
|
| 247 |
+
question: "How many bus stops in Williamsburg, Brooklyn have a coffee shop within 100m?"
|
| 248 |
+
tier: 5
|
| 249 |
+
download_is_legitimate: false
|
| 250 |
+
target_type: place
|
| 251 |
+
place: "Williamsburg, NY"
|
| 252 |
+
notes: "Both layers are places; fetch each and join in code. 'bus stop' maps to --category bus_station; the literal bus_stop slug returns 0."
|
| 253 |
+
subtasks:
|
| 254 |
+
- "places --in 'Williamsburg, NY' --category bus_station"
|
| 255 |
+
- "places --in 'Williamsburg, NY' --category coffee_shop"
|
| 256 |
+
- "spatial join + count: bus stations with a coffee shop within 100m"
|
| 257 |
+
|
| 258 |
+
- id: beach-accessibility-malta
|
| 259 |
+
question: "Which beaches in Malta have a road within 300m?"
|
| 260 |
+
tier: 5
|
| 261 |
+
download_is_legitimate: true
|
| 262 |
+
target_type: [land, segment]
|
| 263 |
+
place: "Malta"
|
| 264 |
+
notes: "No convenience verb for land; download -t land --where class=beach is correct. `landuse` is a different type and returns nothing for beaches."
|
| 265 |
+
subtasks:
|
| 266 |
+
- "download -t land --in Malta --where class=beach"
|
| 267 |
+
- "roads --in Malta --class trunk/primary/residential (narrow before joining)"
|
| 268 |
+
- "spatial join: beaches within 300m of a road"
|
| 269 |
+
|
| 270 |
+
- id: bike-parking-coverage
|
| 271 |
+
question: "Is bike parking in Cambridge, Massachusetts concentrated near the cycle network or spread out?"
|
| 272 |
+
tier: 5
|
| 273 |
+
download_is_legitimate: true
|
| 274 |
+
target_type: [infrastructure, segment]
|
| 275 |
+
place: "Cambridge, MA"
|
| 276 |
+
notes: "No convenience verb for infrastructure; download is correct there, but roads covers the segments. Answer needs a distribution, not two counts."
|
| 277 |
+
subtasks:
|
| 278 |
+
- "download -t infrastructure --in 'Cambridge, MA' --where class=bicycle_parking"
|
| 279 |
+
- "roads --in 'Cambridge, MA' --class cycleway"
|
| 280 |
+
- "nearest-cycleway distance per point, then a distribution summary"
|
| 281 |
+
|
| 282 |
+
- id: waterfront-buildings-reykjavik
|
| 283 |
+
question: "How many buildings in Reykjavik are within 100m of the water?"
|
| 284 |
+
tier: 5
|
| 285 |
+
download_is_legitimate: false
|
| 286 |
+
target_type: [building, water]
|
| 287 |
+
notes: "Both layers have verbs; fetch each and join in code. Blocked at step zero unless the agent retries 'Reykjavík' after the no_match."
|
| 288 |
+
subtasks:
|
| 289 |
+
- "where Reykjavík --json (retry after no_match on the unaccented form)"
|
| 290 |
+
- "water --in Reykjavík (do not pre-filter to ocean)"
|
| 291 |
+
- "buildings --in Reykjavík"
|
| 292 |
+
- "spatial join + count: buildings within 100m of any water feature"
|
| 293 |
+
|
| 294 |
+
- id: building-parts-detail
|
| 295 |
+
question: "Which buildings in Cambridge, Massachusetts are modelled with separate roof or tower sections?"
|
| 296 |
+
tier: 5
|
| 297 |
+
download_is_legitimate: true
|
| 298 |
+
target_type: [building_part, building]
|
| 299 |
+
place: "Cambridge, MA"
|
| 300 |
+
notes: "No convenience verb for building_part; download is correct. `buildings --where has_parts=true` is the plausible shortcut and answers a different question."
|
| 301 |
+
subtasks:
|
| 302 |
+
- "download -t building_part --in 'Cambridge, MA'"
|
| 303 |
+
- "group by building_id in code"
|
| 304 |
+
- "buildings --in 'Cambridge, MA' to resolve parent names and ids"
|
| 305 |
+
|
| 306 |
+
- id: junction-density
|
| 307 |
+
question: "Which part of Williamsburg, Brooklyn has the densest street-junction network?"
|
| 308 |
+
tier: 5
|
| 309 |
+
download_is_legitimate: true
|
| 310 |
+
target_type: [connector, segment]
|
| 311 |
+
place: "Williamsburg, NY"
|
| 312 |
+
notes: "No convenience verb for connector and `roads` returns segments only; download is correct. Counting segment endpoints instead double-counts shared junctions."
|
| 313 |
+
subtasks:
|
| 314 |
+
- "download -t connector --in 'Williamsburg, NY'"
|
| 315 |
+
- "spatial binning / density in code"
|
| 316 |
+
- "optionally roads --in 'Williamsburg, NY' for context"
|