Triple

T3463842
Position Surface form Disambiguated ID Type / Status
Subject Thomas Stafford E73088 entity
Predicate placeOfBirth P1 FINISHED
Object Weatherford, Oklahoma, United States
Weatherford, Oklahoma, United States, is a small city in western Oklahoma known as the hometown of astronaut Thomas P. Stafford and for its strong ties to aerospace and Route 66 heritage.
 E358732 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, Oklahoma, United States | Statement: [Thomas Stafford, placeOfBirth, Weatherford, Oklahoma, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Weatherford, Oklahoma, United States
Context triple: [Thomas Stafford, placeOfBirth, Weatherford, Oklahoma, United States]
  • A. Weatherford, Texas, United States of America
    Weatherford, Texas, United States of America, is a small city west of Fort Worth known for its historic downtown, peach industry, and role as the birthplace of several notable figures including early 20th-century baseball pitcher Hippo Vaughn.
  • B. Shawnee, Oklahoma, United States
    Shawnee, Oklahoma, United States is a small city best known as the birthplace of actor Brad Pitt.
  • C. Tulsa, Oklahoma, United States
    Tulsa is a major city in northeastern Oklahoma known for its historic oil industry, distinctive Art Deco architecture, and role as a cultural and economic hub of the region.
  • D. Wynnewood, Oklahoma, United States
    Wynnewood, Oklahoma, United States, is a small town in south-central Oklahoma best known as the birthplace of retired U.S. Army General Tommy Franks.
  • E. Wewoka, Oklahoma
    Wewoka, Oklahoma is a small city in central Oklahoma that serves as the historic headquarters and cultural center of the Seminole Nation.
  • 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, Oklahoma, United States
Triple: [Thomas Stafford, placeOfBirth, Weatherford, Oklahoma, United States]
Generated description
Weatherford, Oklahoma, United States, is a small city in western Oklahoma known as the hometown of astronaut Thomas P. Stafford and for its strong ties to aerospace and Route 66 heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Weatherford, Oklahoma, United States
Target entity description: Weatherford, Oklahoma, United States, is a small city in western Oklahoma known as the hometown of astronaut Thomas P. Stafford and for its strong ties to aerospace and Route 66 heritage.
  • A. Weatherford, Texas, United States of America
    Weatherford, Texas, United States of America, is a small city west of Fort Worth known for its historic downtown, peach industry, and role as the birthplace of several notable figures including early 20th-century baseball pitcher Hippo Vaughn.
  • B. Shawnee, Oklahoma, United States
    Shawnee, Oklahoma, United States is a small city best known as the birthplace of actor Brad Pitt.
  • C. Tulsa, Oklahoma, United States
    Tulsa is a major city in northeastern Oklahoma known for its historic oil industry, distinctive Art Deco architecture, and role as a cultural and economic hub of the region.
  • D. Wynnewood, Oklahoma, United States
    Wynnewood, Oklahoma, United States, is a small town in south-central Oklahoma best known as the birthplace of retired U.S. Army General Tommy Franks.
  • E. Wewoka, Oklahoma
    Wewoka, Oklahoma is a small city in central Oklahoma that serves as the historic headquarters and cultural center of the Seminole Nation.
  • 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_69ad85b224d481908ff8be51338d24ff completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb0b73f481908c9f8d2b9b9bbbaf completed March 8, 2026, 6:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3612392308190b73dc2c757d02742 completed March 13, 2026, 12:58 a.m.
NEDg Description generation batch_69b362247e008190b0f708056b353f7b completed March 13, 2026, 1:02 a.m.
NED2 Entity disambiguation (via description) batch_69b362861bb48190a604de7bfdd6296d completed March 13, 2026, 1:04 a.m.
Created at: March 8, 2026, 3:17 p.m.