Triple

T7526168
Position Surface form Disambiguated ID Type / Status
Subject Lonnie G. Bunch III E177897 entity
Predicate familyName P18 FINISHED
Object Bunch
Bunch is the surname of Lonnie G. Bunch III, the American historian and museum director who became the 14th Secretary of the Smithsonian Institution.
 E669650 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: Bunch | Statement: [Lonnie G. Bunch III, familyName, Bunch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bunch
Context triple: [Lonnie G. Bunch III, familyName, Bunch]
  • A. BUNCH
    BUNCH was an informal grouping of mainframe computer manufacturers—Burroughs, UNIVAC, NCR, Control Data Corporation, and Honeywell—that were considered IBM’s primary competitors during the 1960s and 1970s.
  • B. Bun
    Bun is a modern, high-performance JavaScript runtime and toolkit designed as an alternative to Node.js and Deno, featuring a built-in bundler, test runner, and package manager.
  • C. Bramble
    Bramble is a modern classic gin-based cocktail typically made with lemon juice, sugar syrup, and blackberry liqueur, served over crushed ice.
  • D. Bundy
    Bundy is a surname most notably associated with McGeorge Bundy, the influential U.S. National Security Advisor during the Kennedy and Johnson administrations.
  • E. Buccos
    Buccos is a popular nickname for the Pittsburgh Pirates Major League Baseball team.
  • 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: Bunch
Triple: [Lonnie G. Bunch III, familyName, Bunch]
Generated description
Bunch is the surname of Lonnie G. Bunch III, the American historian and museum director who became the 14th Secretary of the Smithsonian Institution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bunch
Target entity description: Bunch is the surname of Lonnie G. Bunch III, the American historian and museum director who became the 14th Secretary of the Smithsonian Institution.
  • A. BUNCH
    BUNCH was an informal grouping of mainframe computer manufacturers—Burroughs, UNIVAC, NCR, Control Data Corporation, and Honeywell—that were considered IBM’s primary competitors during the 1960s and 1970s.
  • B. Bun
    Bun is a modern, high-performance JavaScript runtime and toolkit designed as an alternative to Node.js and Deno, featuring a built-in bundler, test runner, and package manager.
  • C. Bramble
    Bramble is a modern classic gin-based cocktail typically made with lemon juice, sugar syrup, and blackberry liqueur, served over crushed ice.
  • D. Bundy
    Bundy is a surname most notably associated with McGeorge Bundy, the influential U.S. National Security Advisor during the Kennedy and Johnson administrations.
  • E. Buccos
    Buccos is a popular nickname for the Pittsburgh Pirates Major League Baseball team.
  • 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_69c69f29bf3081909a146aec7755f185 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f81b431481908214b69c6c8d83bc completed March 27, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84635feb881908930bf355ac56a47 completed March 28, 2026, 9:20 p.m.
NEDg Description generation batch_69c846d0b1348190bc2bf23e75c535a9 completed March 28, 2026, 9:23 p.m.
NED2 Entity disambiguation (via description) batch_69c84748b8988190b4f85c253ea9e403 completed March 28, 2026, 9:25 p.m.
Created at: March 27, 2026, 3:46 p.m.