Triple

T2928028
Position Surface form Disambiguated ID Type / Status
Subject Houston–The Woodlands–Sugar Land metropolitan area E78892 entity
Predicate containsCity P294 FINISHED
Object Angleton, Texas
Angleton, Texas is a small city in Brazoria County that serves as the county seat and is part of the Greater Houston metropolitan area.
 E450449 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: Angleton, Texas | Statement: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Angleton, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Angleton, Texas
Context triple: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Angleton, Texas]
  • A. Van Alstyne, Texas
    Van Alstyne, Texas is a small North Texas city known for its historic downtown, rural charm, and growing role as a bedroom community between Sherman and the Dallas–Fort Worth metroplex.
  • B. Hutchins, Texas
    Hutchins, Texas is a small industrial and transportation-oriented city in southern Dallas County within the Dallas–Fort Worth metropolitan area.
  • C. Annetta, Texas
    Annetta, Texas is a small residential town in North Texas that forms part of the Dallas–Fort Worth metropolitan area.
  • D. Tolar, Texas
    Tolar, Texas is a small rural city in Hood County known for its tight-knit community and location within the Granbury–Hood County area of North Central Texas.
  • E. Quinlan, Texas
    Quinlan, Texas is a small rural city in North Texas known for its proximity to Lake Tawakoni and its role as a local hub for the surrounding agricultural community.
  • 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: Angleton, Texas
Triple: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Angleton, Texas]
Generated description
Angleton, Texas is a small city in Brazoria County that serves as the county seat and is part of the Greater Houston metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Angleton, Texas
Target entity description: Angleton, Texas is a small city in Brazoria County that serves as the county seat and is part of the Greater Houston metropolitan area.
  • A. Van Alstyne, Texas
    Van Alstyne, Texas is a small North Texas city known for its historic downtown, rural charm, and growing role as a bedroom community between Sherman and the Dallas–Fort Worth metroplex.
  • B. Hutchins, Texas
    Hutchins, Texas is a small industrial and transportation-oriented city in southern Dallas County within the Dallas–Fort Worth metropolitan area.
  • C. Annetta, Texas
    Annetta, Texas is a small residential town in North Texas that forms part of the Dallas–Fort Worth metropolitan area.
  • D. Tolar, Texas
    Tolar, Texas is a small rural city in Hood County known for its tight-knit community and location within the Granbury–Hood County area of North Central Texas.
  • E. Quinlan, Texas
    Quinlan, Texas is a small rural city in North Texas known for its proximity to Lake Tawakoni and its role as a local hub for the surrounding agricultural community.
  • 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_69bdacb883188190a213986b2816cde2 completed March 20, 2026, 8:23 p.m.
NEDg Description generation batch_69bdad4e4a6c81908b5fabc7b0ec82b2 completed March 20, 2026, 8:25 p.m.
NED2 Entity disambiguation (via description) batch_69bdadad12fc81908a2424e353eeca34 completed March 20, 2026, 8:27 p.m.
Created at: March 8, 2026, 2:55 p.m.