cot

app.py

@@ -866,8 +866,8 @@ with gr.Blocks(title="HiCoTraj Demo") as app:
     gr.Markdown("## HiCoTraj — Trajectory Visualization & Hierarchical CoT Demo")
     gr.Markdown("*Zero-Shot Demographic Reasoning via Hierarchical Chain-of-Thought Prompting from Trajectory*  ·  ACM SIGSPATIAL GeoGenAgent 2025")
     gr.Markdown("""
-**Dataset:** NUMOSIM — a synthetic mobility dataset with realistic activity patterns across 6,000 agents.
-> Stanford C, Adari S, Liao X, et al. *NUMoSim: A Synthetic Mobility Dataset with Anomaly Detection Benchmarks.* ACM SIGSPATIAL Workshop on Geospatial Anomaly Detection, 2024.
+**Dataset:** NUMOSIM[1]
+> [1]Stanford C, Adari S, Liao X, et al. *NUMoSim: A Synthetic Mobility Dataset with Anomaly Detection Benchmarks.* ACM SIGSPATIAL Workshop on Geospatial Anomaly Detection, 2024.
 """)
 
     gr.Markdown("### Select Agent")
@@ -884,7 +884,7 @@ with gr.Blocks(title="HiCoTraj Demo") as app:
         with gr.Column(scale=1):
             gr.Markdown("### Trajectory Map")
             map_out = gr.HTML()
-            gr.Markdown("### NUMOSIM Raw Data")
+            gr.Markdown("### Rule-based Processed Data")
             with gr.Tabs():
                 with gr.Tab("Summary"):
                     summary_out = gr.Textbox(lines=10, interactive=False, label="", show_label=False)