Triple

T17759519
Position Surface form Disambiguated ID Type / Status
Subject Milam County, Texas E443331 entity
Predicate hasTown P847 FINISHED
Object Thorndale, Texas
Thorndale, Texas is a small rural city in Central Texas known for its agricultural roots and tight-knit community.
E1287052 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: Thorndale, Texas | Statement: [Milam County, Texas, hasTown, Thorndale, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thorndale, Texas
Context triple: [Milam County, Texas, hasTown, Thorndale, Texas]
  • A. 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.
  • B. Cottondale, Texas
    Cottondale, Texas is a small rural community in Wise County known for its historic cemetery and agricultural surroundings.
  • C. New London, Texas
    New London, Texas is a small East Texas town best known as the site of the 1937 New London School explosion, one of the deadliest school disasters in U.S. history.
  • D. Woodcreek, Texas
    Woodcreek, Texas is a small residential city in the Texas Hill Country, known for its proximity to Wimberley and its scenic, wooded surroundings.
  • E. Talty, Texas
    Talty, Texas is a small town in northeastern Texas that functions largely as a residential community within the Dallas–Fort Worth metropolitan area.
  • 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: Thorndale, Texas
Triple: [Milam County, Texas, hasTown, Thorndale, Texas]
Generated description
Thorndale, Texas is a small rural city in Central Texas known for its agricultural roots and tight-knit community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thorndale, Texas
Target entity description: Thorndale, Texas is a small rural city in Central Texas known for its agricultural roots and tight-knit community.
  • A. 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.
  • B. Cottondale, Texas
    Cottondale, Texas is a small rural community in Wise County known for its historic cemetery and agricultural surroundings.
  • C. New London, Texas
    New London, Texas is a small East Texas town best known as the site of the 1937 New London School explosion, one of the deadliest school disasters in U.S. history.
  • D. Woodcreek, Texas
    Woodcreek, Texas is a small residential city in the Texas Hill Country, known for its proximity to Wimberley and its scenic, wooded surroundings.
  • E. Talty, Texas
    Talty, Texas is a small town in northeastern Texas that functions largely as a residential community within the Dallas–Fort Worth metropolitan area.
  • 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_69d8b9edf16c8190a59ebd245d378f4f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e48421c3048190b26864b72aad0d70 completed April 19, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02efbaa62c81908870dba8f0e2e55d completed May 12, 2026, 9:15 a.m.
NEDg Description generation batch_6a02f1232f348190ab28e8d5ed4d3ad3 completed May 12, 2026, 9:21 a.m.
NED2 Entity disambiguation (via description) batch_6a02f18beeb88190ac8cb9540b6b7b88 completed May 12, 2026, 9:23 a.m.
Created at: April 10, 2026, 10:10 a.m.