Triple

T8831154
Position Surface form Disambiguated ID Type / Status
Subject Bill Goldberg E210145 entity
Predicate placeOfBirth P1 FINISHED
Object Tulsa, Oklahoma, United States E39620 NE FINISHED

How this triple was built (2 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: Tulsa, Oklahoma, United States | Statement: [Bill Goldberg, placeOfBirth, Tulsa, Oklahoma, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tulsa, Oklahoma, United States
Context triple: [Bill Goldberg, placeOfBirth, Tulsa, Oklahoma, United States]
  • A. Tulsa, Oklahoma, United States chosen
    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. Lawton, Oklahoma, United States
    Lawton, Oklahoma, United States is a city in southwestern Oklahoma known for its proximity to Fort Sill and the Wichita Mountains Wildlife Refuge.
  • D. McAlester, Oklahoma, United States
    McAlester is a small city in southeastern Oklahoma best known as the birthplace of country music star Reba McEntire and as a regional economic and cultural hub.
  • E. Muskogee, Oklahoma, United States
    Muskogee, Oklahoma, United States, is a small city in eastern Oklahoma known for its country music heritage and as the birthplace of singer Carrie Underwood.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca8365b28081909e48e45e95dfc405 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc604ed2b88190b4f53b34b5a438f7 completed April 1, 2026, 12:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfba0934288190bc22dfee0a13124e completed April 3, 2026, 1 p.m.
Created at: March 30, 2026, 6:47 p.m.