Triple

T23325195
Position Surface form Disambiguated ID Type / Status
Subject Oklahoma's 3rd congressional district E591270 entity
Predicate hasRepresentative P192 FINISHED
Object Frank Lucas
Frank Lucas is a long-serving Republican U.S. Representative from Oklahoma known for his work on agriculture and rural economic issues.
E1580576 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: Frank Lucas | Statement: [Oklahoma's 3rd congressional district, hasRepresentative, Frank Lucas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frank Lucas
Context triple: [Oklahoma's 3rd congressional district, hasRepresentative, Frank Lucas]
  • A. Frank Lucas
    Frank Lucas was a notorious Harlem drug kingpin in the late 1960s and early 1970s, known for building a heroin empire and later becoming a key government informant.
  • B. Bill Pink
    Bill Pink is an American academic administrator and educator who serves as the president of Ferris State University in Michigan.
  • C. Peter Gotti
    Peter Gotti was an American mobster who became a leader of New York’s Gambino crime family after the imprisonment of his brother, John Gotti.
  • D. Sonny Baskin
    Sonny Baskin is a film editor known for his work on the 1984 science fiction drama "The Brother from Another Planet."
  • E. Willie Sutton
    Willie Sutton was a notorious 20th-century American bank robber famed for his multiple prison escapes and the apocryphal quote that he robbed banks "because that's where the money is."
  • 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: Frank Lucas
Triple: [Oklahoma's 3rd congressional district, hasRepresentative, Frank Lucas]
Generated description
Frank Lucas is a long-serving Republican U.S. Representative from Oklahoma known for his work on agriculture and rural economic issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frank Lucas
Target entity description: Frank Lucas is a long-serving Republican U.S. Representative from Oklahoma known for his work on agriculture and rural economic issues.
  • A. Frank Lucas
    Frank Lucas was a notorious Harlem drug kingpin in the late 1960s and early 1970s, known for building a heroin empire and later becoming a key government informant.
  • B. Bill Pink
    Bill Pink is an American academic administrator and educator who serves as the president of Ferris State University in Michigan.
  • C. Peter Gotti
    Peter Gotti was an American mobster who became a leader of New York’s Gambino crime family after the imprisonment of his brother, John Gotti.
  • D. Sonny Baskin
    Sonny Baskin is a film editor known for his work on the 1984 science fiction drama "The Brother from Another Planet."
  • E. Willie Sutton
    Willie Sutton was a notorious 20th-century American bank robber famed for his multiple prison escapes and the apocryphal quote that he robbed banks "because that's where the money is."
  • 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_69e25d1effe4819096907f95f610dbff completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f197e9de788190afd6883c7eac4854 completed April 29, 2026, 5:32 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4cac21808190b47961f670885aa1 completed May 19, 2026, 11:42 a.m.
NEDg Description generation batch_6a0c4e7c53d0819096e33379351a3c8f completed May 19, 2026, 11:50 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4f26ab808190a7c1b5b73954ef0f completed May 19, 2026, 11:53 a.m.
Created at: April 17, 2026, 5:08 p.m.