Triple

T10667551
Position Surface form Disambiguated ID Type / Status
Subject Liberty County, Texas E251394 entity
Predicate containsSettlement P847 FINISHED
Object Ames, Texas
Ames, Texas is a small city in southeastern Texas known for its rural character and location within the Houston metropolitan area.
E877541 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: Ames, Texas | Statement: [Liberty County, Texas, containsSettlement, Ames, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ames, Texas
Context triple: [Liberty County, Texas, containsSettlement, Ames, Texas]
  • A. Athens, Texas
    Athens, Texas is a small East Texas city known for its historic downtown, outdoor recreation on nearby lakes, and role as a regional hub between Dallas and Tyler.
  • B. Alexander, Texas
    Alexander, Texas is a small unincorporated rural community located in Erath County in north-central Texas.
  • C. Willis, Texas
    Willis, Texas is a small city in Montgomery County that serves as a northern suburban community within the Greater Houston metropolitan area.
  • D. 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.
  • E. Hamilton, Texas
    Hamilton, Texas is a small rural city in central Texas that serves as the county seat of Hamilton County and a local hub for agriculture and ranching.
  • 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: Ames, Texas
Triple: [Liberty County, Texas, containsSettlement, Ames, Texas]
Generated description
Ames, Texas is a small city in southeastern Texas known for its rural character and location within the Houston metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ames, Texas
Target entity description: Ames, Texas is a small city in southeastern Texas known for its rural character and location within the Houston metropolitan area.
  • A. Athens, Texas
    Athens, Texas is a small East Texas city known for its historic downtown, outdoor recreation on nearby lakes, and role as a regional hub between Dallas and Tyler.
  • B. Alexander, Texas
    Alexander, Texas is a small unincorporated rural community located in Erath County in north-central Texas.
  • C. Willis, Texas
    Willis, Texas is a small city in Montgomery County that serves as a northern suburban community within the Greater Houston metropolitan area.
  • D. 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.
  • E. Hamilton, Texas
    Hamilton, Texas is a small rural city in central Texas that serves as the county seat of Hamilton County and a local hub for agriculture and ranching.
  • 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_69d6aa5b0d2881909584b20efc5877f0 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6f860790c81909c2c1d3c489ec5b4 completed April 9, 2026, 12:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69d97a9ceea08190944354d127f2c73b completed April 10, 2026, 10:33 p.m.
NEDg Description generation batch_69d97df755708190bf71d04ead7eaa2c completed April 10, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69d97e96d9888190ba693e1df7eb502d completed April 10, 2026, 10:49 p.m.
Created at: April 8, 2026, 9:08 p.m.