Triple

T10055075
Position Surface form Disambiguated ID Type / Status
Subject Western Oklahoma E208839 entity
Predicate hasCity P316 FINISHED
Object Weatherford
Weatherford is a small city in western Oklahoma known for its agricultural economy, wind energy industry, and as the home of Southwestern Oklahoma State University.
 E838564 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: Weatherford | Statement: [Western Oklahoma, hasCity, Weatherford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Weatherford
Context triple: [Western Oklahoma, hasCity, Weatherford]
  • A. Weatherford
    Weatherford is a suburban city in the Dallas–Fort Worth metropolitan area in North Texas.
  • B. Eastfield
    Eastfield is a small village located near Harthill in the United Kingdom.
  • C. Weldon
    Weldon is the middle name of James Weldon Johnson, the influential African American writer, civil rights activist, and leader of the NAACP.
  • D. Woodward
    Woodward is a surname most prominently associated with American investigative journalist Bob Woodward, known for his reporting on the Watergate scandal.
  • E. Woodward
    Woodward is a small city in northwestern Oklahoma that serves as a regional hub for agriculture, energy, and commerce.
  • 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: Weatherford
Triple: [Western Oklahoma, hasCity, Weatherford]
Generated description
Weatherford is a small city in western Oklahoma known for its agricultural economy, wind energy industry, and as the home of Southwestern Oklahoma State University.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Weatherford
Target entity description: Weatherford is a small city in western Oklahoma known for its agricultural economy, wind energy industry, and as the home of Southwestern Oklahoma State University.
  • A. Weatherford
    Weatherford is a suburban city in the Dallas–Fort Worth metropolitan area in North Texas.
  • B. Eastfield
    Eastfield is a small village located near Harthill in the United Kingdom.
  • C. Weldon
    Weldon is the middle name of James Weldon Johnson, the influential African American writer, civil rights activist, and leader of the NAACP.
  • D. Woodward
    Woodward is a surname most prominently associated with American investigative journalist Bob Woodward, known for his reporting on the Watergate scandal.
  • E. Woodward
    Woodward is a small city in northwestern Oklahoma that serves as a regional hub for agriculture, energy, and commerce.
  • 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_69ca836094408190a36a1ea7e9a86fcd completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcfacacd08190abe66f8bb17b92c7 completed April 2, 2026, 2:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d29a49cb208190b56d991a523efbac completed April 5, 2026, 5:22 p.m.
NEDg Description generation batch_69d29b7430248190b8965eaf1286dd7c completed April 5, 2026, 5:27 p.m.
NED2 Entity disambiguation (via description) batch_69d29c7ba9f081908f4614098d6c954b completed April 5, 2026, 5:31 p.m.
Created at: March 30, 2026, 8:57 p.m.