Triple

T20767489
Position Surface form Disambiguated ID Type / Status
Subject Martin County, Texas E511135 entity
Predicate countySeat P383 FINISHED
Object Stanton
Stanton is a small West Texas city that serves as the administrative and commercial hub of Martin County.
 E1449995 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: Stanton | Statement: [Martin County, Texas, countySeat, Stanton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stanton
Context triple: [Martin County, Texas, countySeat, Stanton]
  • A. Stanton
    Stanton is a surname most famously associated with Elizabeth Cady Stanton, a leading 19th-century American suffragist and women's rights activist.
  • B. Stanton
    Stanton is a small suburban city in northern Orange County, California, situated within the greater Los Angeles metropolitan area.
  • C. Stanton
    Stanton is a village and civil parish located in the English county of Suffolk.
  • D. Stallworth
    Stallworth is a surname most notably associated with former Pittsburgh Steelers wide receiver and Pro Football Hall of Famer John Stallworth.
  • E. Staxton
    Staxton is a small village in North Yorkshire, England, situated near the Yorkshire Wolds and historically part of the Ryedale district.
  • 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: Stanton
Triple: [Martin County, Texas, countySeat, Stanton]
Generated description
Stanton is a small West Texas city that serves as the administrative and commercial hub of Martin County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stanton
Target entity description: Stanton is a small West Texas city that serves as the administrative and commercial hub of Martin County.
  • A. Stanton
    Stanton is a surname most famously associated with Elizabeth Cady Stanton, a leading 19th-century American suffragist and women's rights activist.
  • B. Stanton
    Stanton is a small suburban city in northern Orange County, California, situated within the greater Los Angeles metropolitan area.
  • C. Stanton
    Stanton is a village and civil parish located in the English county of Suffolk.
  • D. Stallworth
    Stallworth is a surname most notably associated with former Pittsburgh Steelers wide receiver and Pro Football Hall of Famer John Stallworth.
  • E. Staxton
    Staxton is a small village in North Yorkshire, England, situated near the Yorkshire Wolds and historically part of the Ryedale district.
  • 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_69e0b4ca01148190ac018e57e0cab46f completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c24df58c8190b37398353ce4bf24 completed April 21, 2026, 12:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08ef8d27dc8190a6ae623f4bbe452e completed May 16, 2026, 10:28 p.m.
NEDg Description generation batch_6a08f28a96488190bf80089105facd0b completed May 16, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_6a08f316e7988190920ec8eeb56e76a2 completed May 16, 2026, 10:43 p.m.
Created at: April 16, 2026, 12:36 p.m.