Triple

T308254
Position Surface form Disambiguated ID Type / Status
Subject Martin Gardner E6349 entity
Predicate placeOfDeath P21 FINISHED
Object Norman, Oklahoma, United States
Norman, Oklahoma, United States is a university city in central Oklahoma best known as the home of the University of Oklahoma and a center for education and research.
E40186 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: Norman, Oklahoma, United States | Statement: [Martin Gardner, placeOfDeath, Norman, Oklahoma, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Norman, Oklahoma, United States
Context triple: [Martin Gardner, placeOfDeath, Norman, Oklahoma, United States]
  • A. 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.
  • B. Oklahoma City, Oklahoma, United States
    Oklahoma City is the capital and largest city of the U.S. state of Oklahoma, known for its energy industry, cowboy culture, and role as a major economic and cultural center in the region.
  • C. Shattuck, Oklahoma
    Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
  • D. Duncan, Oklahoma, United States
    Duncan, Oklahoma, United States is a small city in southern Oklahoma best known as the birthplace of filmmaker and actor Ron Howard and for its historical ties to the oil industry.
  • E. Overland Park, Kansas
    Overland Park, Kansas is a major suburb of Kansas City known for its strong economy, family-friendly neighborhoods, and role as a regional business and commercial hub.
  • 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: Norman, Oklahoma, United States
Triple: [Martin Gardner, placeOfDeath, Norman, Oklahoma, United States]
Generated description
Norman, Oklahoma, United States is a university city in central Oklahoma best known as the home of the University of Oklahoma and a center for education and research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Norman, Oklahoma, United States
Target entity description: Norman, Oklahoma, United States is a university city in central Oklahoma best known as the home of the University of Oklahoma and a center for education and research.
  • A. 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.
  • B. Oklahoma City, Oklahoma, United States
    Oklahoma City is the capital and largest city of the U.S. state of Oklahoma, known for its energy industry, cowboy culture, and role as a major economic and cultural center in the region.
  • C. Shattuck, Oklahoma
    Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
  • D. Duncan, Oklahoma, United States
    Duncan, Oklahoma, United States is a small city in southern Oklahoma best known as the birthplace of filmmaker and actor Ron Howard and for its historical ties to the oil industry.
  • E. Overland Park, Kansas
    Overland Park, Kansas is a major suburb of Kansas City known for its strong economy, family-friendly neighborhoods, and role as a regional business and commercial hub.
  • 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_69a2e79230508190b912ecb555aae17e completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea3289608190a36c20a47761c6e4 completed Feb. 28, 2026, 1:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3bc255b308190b3f92e81801e65eb completed March 1, 2026, 4:10 a.m.
NEDg Description generation batch_69a3bcbe01108190b5552d6db99f481a completed March 1, 2026, 4:12 a.m.
NED2 Entity disambiguation (via description) batch_69a3bd195c5c8190b5580c21100215a7 completed March 1, 2026, 4:14 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.