Triple

T5376115
Position Surface form Disambiguated ID Type / Status
Subject Athens Ben Epps Airport E108963 entity
Predicate namedAfter P63 FINISHED
Object Ben T. Epps
Ben T. Epps was an early American aviation pioneer from Georgia, recognized as one of the first airplane designers and pilots in the state.
E516376 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: Ben T. Epps | Statement: [Athens Ben Epps Airport, namedAfter, Ben T. Epps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ben T. Epps
Context triple: [Athens Ben Epps Airport, namedAfter, Ben T. Epps]
  • A. Guy C. Wiggins
    Guy C. Wiggins was an American Impressionist painter best known for his atmospheric cityscapes of New York, often depicted in snow.
  • B. Allan Black
    Allan Black is a notable individual distinguished enough in his field or public life to be specifically recognized by the surname Black.
  • C. OJ Haywood
    OJ Haywood is the quiet, determined horse rancher protagonist of Jordan Peele’s sci-fi horror film "Nope."
  • D. David Dill
    David Dill is an American computer scientist known for his influential work in formal verification, model checking, and hardware verification.
  • E. Timothy Mosley
    Timothy Mosley, better known as Timbaland, is an influential American record producer, rapper, and songwriter renowned for his innovative, genre-shaping work in hip-hop and R&B.
  • 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: Ben T. Epps
Triple: [Athens Ben Epps Airport, namedAfter, Ben T. Epps]
Generated description
Ben T. Epps was an early American aviation pioneer from Georgia, recognized as one of the first airplane designers and pilots in the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ben T. Epps
Target entity description: Ben T. Epps was an early American aviation pioneer from Georgia, recognized as one of the first airplane designers and pilots in the state.
  • A. Guy C. Wiggins
    Guy C. Wiggins was an American Impressionist painter best known for his atmospheric cityscapes of New York, often depicted in snow.
  • B. Allan Black
    Allan Black is a notable individual distinguished enough in his field or public life to be specifically recognized by the surname Black.
  • C. OJ Haywood
    OJ Haywood is the quiet, determined horse rancher protagonist of Jordan Peele’s sci-fi horror film "Nope."
  • D. David Dill
    David Dill is an American computer scientist known for his influential work in formal verification, model checking, and hardware verification.
  • E. Timothy Mosley
    Timothy Mosley, better known as Timbaland, is an influential American record producer, rapper, and songwriter renowned for his innovative, genre-shaping work in hip-hop and R&B.
  • 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_69bd440c77948190aad2a5f39b7b80f5 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd86b08bf881909fa2e42c977d807a completed March 20, 2026, 5:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf293f6458819091c32080782b56ed completed March 21, 2026, 11:26 p.m.
NEDg Description generation batch_69bf2a23ba1881909ddc549728bbc2d3 completed March 21, 2026, 11:30 p.m.
NED2 Entity disambiguation (via description) batch_69bf2e6d5f9081908327dff0058241f0 completed March 21, 2026, 11:49 p.m.
Created at: March 20, 2026, 2:03 p.m.