Triple

T5282024
Position Surface form Disambiguated ID Type / Status
Subject Shirley Chisholm E119520 entity
Predicate familyName P18 FINISHED
Object Chisholm
Chisholm is a surname most famously associated with Shirley Chisholm, the pioneering American politician and first Black woman elected to the United States Congress.
 E99044 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: Chisholm | Statement: [Shirley Chisholm, familyName, Chisholm]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chisholm
Context triple: [Shirley Chisholm, familyName, Chisholm]
  • A. Chisholm
    Chisholm is a residential suburb located in the Maitland region of New South Wales, Australia.
  • B. Paxton
    Paxton is a small rural village in the Scottish Borders region of southeastern Scotland.
  • C. Paxton
    Paxton is a surname most prominently associated with the late American actor and filmmaker Bill Paxton, known for his roles in films like "Twister," "Aliens," and "Titanic."
  • D. Dirksen
    Dirksen is a surname most notably associated with Everett Dirksen, a prominent mid-20th-century American politician and U.S. Senate Minority Leader.
  • E. Lamont
    Lamont is a surname of Scottish origin borne by various notable individuals in politics, finance, academia, and the arts.
  • 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: Chisholm
Triple: [Shirley Chisholm, familyName, Chisholm]
Generated description
Chisholm is a surname most famously associated with Shirley Chisholm, the pioneering American politician and first Black woman elected to the United States Congress.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chisholm
Target entity description: Chisholm is a surname most famously associated with Shirley Chisholm, the pioneering American politician and first Black woman elected to the United States Congress.
  • A. Chisholm chosen
    Chisholm is a residential suburb located in the Maitland region of New South Wales, Australia.
  • B. Paxton
    Paxton is a small rural village in the Scottish Borders region of southeastern Scotland.
  • C. Paxton
    Paxton is a surname most prominently associated with the late American actor and filmmaker Bill Paxton, known for his roles in films like "Twister," "Aliens," and "Titanic."
  • D. Dirksen
    Dirksen is a surname most notably associated with Everett Dirksen, a prominent mid-20th-century American politician and U.S. Senate Minority Leader.
  • E. Lamont
    Lamont is a surname of Scottish origin borne by various notable individuals in politics, finance, academia, and the arts.
  • F. None of above.

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_69bd446d05a8819092ad333a3f9c8d5c completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd84c69780819097a1ea9385e11077 completed March 20, 2026, 5:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf06e27b5081908b755a817d4c260a completed March 21, 2026, 9 p.m.
NEDg Description generation batch_69bf08bf26448190bd3a3f632ea79d85 completed March 21, 2026, 9:08 p.m.
NED2 Entity disambiguation (via description) batch_69bf091f09f88190aa382387e6b94662 completed March 21, 2026, 9:09 p.m.
Created at: March 20, 2026, 1:52 p.m.