Triple

T2928048
Position Surface form Disambiguated ID Type / Status
Subject Houston–The Woodlands–Sugar Land metropolitan area E78892 entity
Predicate containsCity P294 FINISHED
Object Willis, Texas
Willis, Texas is a small city in Montgomery County that serves as a northern suburban community within the Greater Houston metropolitan area.
 E458131 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Willis, Texas | Statement: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Willis, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Willis, Texas
Context triple: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Willis, Texas]
  • A. Wylie, Texas
    Wylie, Texas is a rapidly growing suburban city in the Dallas–Fort Worth metropolitan area known for its family-friendly neighborhoods and proximity to major urban centers.
  • B. Weatherford, Texas
    Weatherford, Texas is a historic North Texas city in the Dallas–Fort Worth metropolitan area known for its Western heritage, peach industry, and small-town charm.
  • C. Wilmer, Texas
    Wilmer, Texas is a small city in Dallas County that forms part of the southern Dallas–Fort Worth metropolitan area.
  • D. Ennis, Texas
    Ennis, Texas is a small city in North Texas known for its annual National Polka Festival and its designation as the “Official Bluebonnet City of Texas.”
  • E. Leo, Texas
    Leo, Texas is a small rural unincorporated community located in Cooke County in north-central Texas.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Willis, Texas
Triple: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Willis, Texas]
Generated description
Willis, Texas is a small city in Montgomery County that serves as a northern suburban community within the Greater Houston metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Willis, Texas
Target entity description: Willis, Texas is a small city in Montgomery County that serves as a northern suburban community within the Greater Houston metropolitan area.
  • A. Wylie, Texas
    Wylie, Texas is a rapidly growing suburban city in the Dallas–Fort Worth metropolitan area known for its family-friendly neighborhoods and proximity to major urban centers.
  • B. Weatherford, Texas
    Weatherford, Texas is a historic North Texas city in the Dallas–Fort Worth metropolitan area known for its Western heritage, peach industry, and small-town charm.
  • C. Wilmer, Texas
    Wilmer, Texas is a small city in Dallas County that forms part of the southern Dallas–Fort Worth metropolitan area.
  • D. Ennis, Texas
    Ennis, Texas is a small city in North Texas known for its annual National Polka Festival and its designation as the “Official Bluebonnet City of Texas.”
  • E. Leo, Texas
    Leo, Texas is a small rural unincorporated community located in Cooke County in north-central Texas.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ad8b0d40b481908bc2a5fa2e73c3fb completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad97ff0ddc8190acba9863bbe4f54b completed March 8, 2026, 3:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdf9e0af508190adbd16c718d996e2 completed March 21, 2026, 1:52 a.m.
NEDg Description generation batch_69bdfb36a18481908bb566db970b101a completed March 21, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69bdfbc9bea48190a8a0bf13c6fa7191 completed March 21, 2026, 2 a.m.
Created at: March 8, 2026, 2:55 p.m.