Triple

T5222364
Position Surface form Disambiguated ID Type / Status
Subject Georgia's 2nd congressional district E117900 entity
Predicate currentRepresentative P537 FINISHED
Object Sanford Bishop
Sanford Bishop is a long-serving Democratic member of the U.S. House of Representatives from Georgia known for his work on agriculture, military, and appropriations issues.
E503024 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: Sanford Bishop | Statement: [Georgia's 2nd congressional district, currentRepresentative, Sanford Bishop]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sanford Bishop
Context triple: [Georgia's 2nd congressional district, currentRepresentative, Sanford Bishop]
  • A. Bishop Rayber
    Bishop Rayber is a central character in Flannery O’Connor’s novel "The Violent Bear It Away," depicted as a rationalist schoolteacher whose secular worldview clashes with his family’s intense religious fanaticism.
  • B. Bishop John Emory
    Bishop John Emory was a 19th-century American Methodist Episcopal bishop known for his leadership in the church and his advocacy for higher education.
  • C. Bishop Charles P. McIlvaine
    Bishop Charles P. McIlvaine was a 19th-century American Episcopal bishop and influential religious leader known for his evangelical views and educational initiatives.
  • D. John Shelby
    John Shelby is a key member of the Shelby crime family in the British television series "Peaky Blinders," known for his fierce loyalty, volatility, and role in the gang's violent operations.
  • E. William H. Willimon
    William H. Willimon is an American Methodist bishop, theologian, and prolific author known especially for his influential work in preaching and pastoral theology.
  • 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: Sanford Bishop
Triple: [Georgia's 2nd congressional district, currentRepresentative, Sanford Bishop]
Generated description
Sanford Bishop is a long-serving Democratic member of the U.S. House of Representatives from Georgia known for his work on agriculture, military, and appropriations issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sanford Bishop
Target entity description: Sanford Bishop is a long-serving Democratic member of the U.S. House of Representatives from Georgia known for his work on agriculture, military, and appropriations issues.
  • A. Bishop Rayber
    Bishop Rayber is a central character in Flannery O’Connor’s novel "The Violent Bear It Away," depicted as a rationalist schoolteacher whose secular worldview clashes with his family’s intense religious fanaticism.
  • B. Bishop John Emory
    Bishop John Emory was a 19th-century American Methodist Episcopal bishop known for his leadership in the church and his advocacy for higher education.
  • C. Bishop Charles P. McIlvaine
    Bishop Charles P. McIlvaine was a 19th-century American Episcopal bishop and influential religious leader known for his evangelical views and educational initiatives.
  • D. John Shelby
    John Shelby is a key member of the Shelby crime family in the British television series "Peaky Blinders," known for his fierce loyalty, volatility, and role in the gang's violent operations.
  • E. William H. Willimon
    William H. Willimon is an American Methodist bishop, theologian, and prolific author known especially for his influential work in preaching and pastoral theology.
  • 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_69bd4465e03081909bfcfd7113062590 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7aba05b48190b6a7fc52ab3532f0 completed March 20, 2026, 4:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69beeff852bc81908467a343c5ded404 completed March 21, 2026, 7:22 p.m.
NEDg Description generation batch_69bef0761c208190bac06ff1f92c8224 completed March 21, 2026, 7:24 p.m.
NED2 Entity disambiguation (via description) batch_69bef14ca27c81909a5a44155c9ddaf9 completed March 21, 2026, 7:28 p.m.
Created at: March 20, 2026, 1:48 p.m.