Triple

T871359
Position Surface form Disambiguated ID Type / Status
Subject GPT-3 E18819 entity
Predicate paperAuthors P2002 FINISHED
Object Tom B. Brown et al.
Tom B. Brown et al. are the research team behind the influential GPT-3 language model paper that significantly advanced large-scale neural language modeling.
 E102297 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: Tom B. Brown et al. | Statement: [GPT-3, paperAuthors, Tom B. Brown et al.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tom B. Brown et al.
Context triple: [GPT-3, paperAuthors, Tom B. Brown et al.]
  • A. Kivett & Myers
    Kivett & Myers was an American architectural firm best known for designing major sports venues, including Arrowhead Stadium in Kansas City.
  • B. Jones, Skelton & Hochuli
    Jones, Skelton & Hochuli is a Phoenix-based civil litigation and insurance defense law firm co-founded by prominent attorney and NFL referee Ed Hochuli.
  • C. Clark/Hunt/Smoot
    Clark/Hunt/Smoot is a construction joint venture known for serving as the primary builder on major projects, including large sports venues in the United States.
  • D. Zantzinger, Borie and Medary
    Zantzinger, Borie and Medary was a prominent early 20th-century American architectural firm known for its grand Beaux-Arts and classical revival designs.
  • E. Graham, Anderson, Probst & White
    Graham, Anderson, Probst & White was a prominent early 20th-century American architectural firm known for designing major Beaux-Arts and classical revival landmarks, particularly in Chicago.
  • 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: Tom B. Brown et al.
Triple: [GPT-3, paperAuthors, Tom B. Brown et al.]
Generated description
Tom B. Brown et al. are the research team behind the influential GPT-3 language model paper that significantly advanced large-scale neural language modeling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tom B. Brown et al.
Target entity description: Tom B. Brown et al. are the research team behind the influential GPT-3 language model paper that significantly advanced large-scale neural language modeling.
  • A. Kivett & Myers
    Kivett & Myers was an American architectural firm best known for designing major sports venues, including Arrowhead Stadium in Kansas City.
  • B. Jones, Skelton & Hochuli
    Jones, Skelton & Hochuli is a Phoenix-based civil litigation and insurance defense law firm co-founded by prominent attorney and NFL referee Ed Hochuli.
  • C. Clark/Hunt/Smoot
    Clark/Hunt/Smoot is a construction joint venture known for serving as the primary builder on major projects, including large sports venues in the United States.
  • D. Zantzinger, Borie and Medary
    Zantzinger, Borie and Medary was a prominent early 20th-century American architectural firm known for its grand Beaux-Arts and classical revival designs.
  • E. Graham, Anderson, Probst & White
    Graham, Anderson, Probst & White was a prominent early 20th-century American architectural firm known for designing major Beaux-Arts and classical revival landmarks, particularly in Chicago.
  • 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_69a4938db1f081909bcd1ad2713b6096 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b2b8063081909566c404ca63a29e completed March 1, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7a3cb9a648190981182add42325f3 completed March 4, 2026, 3:15 a.m.
NEDg Description generation batch_69a7a558c1308190810a139ad24dfc9d completed March 4, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_69a7a5e744188190ae30544753fb9399 completed March 4, 2026, 3:24 a.m.
Created at: March 1, 2026, 7:39 p.m.