Triple

T1224334
Position Surface form Disambiguated ID Type / Status
Subject Ward Cunningham E26292 entity
Predicate familyName P18 FINISHED
Object Cunningham
Cunningham is a common Scottish surname borne by numerous notable individuals across fields such as technology, politics, sports, and the arts.
 E139353 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: Cunningham | Statement: [Ward Cunningham, familyName, Cunningham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cunningham
Context triple: [Ward Cunningham, familyName, Cunningham]
  • A. Carmichael
    Carmichael is a suburban community in California known as a residential area within the greater Sacramento metropolitan region.
  • B. Blatch
    Blatch is the surname of Nora Stanton Blatch, an early 20th-century American civil engineer, suffragist, and women's rights activist.
  • C. Chapman
    Chapman is a surname most famously associated with Graham Chapman, a British comedian, writer, and member of the Monty Python comedy group.
  • D. Cullen
    Cullen is a surname of Irish and Scottish origin borne by various notable individuals across politics, sports, and the arts.
  • E. Curtis
    Curtis is a common English surname of Norman origin, historically meaning "courteous" or "polite."
  • 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: Cunningham
Triple: [Ward Cunningham, familyName, Cunningham]
Generated description
Cunningham is a common Scottish surname borne by numerous notable individuals across fields such as technology, politics, sports, and the arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cunningham
Target entity description: Cunningham is a common Scottish surname borne by numerous notable individuals across fields such as technology, politics, sports, and the arts.
  • A. Carmichael
    Carmichael is a suburban community in California known as a residential area within the greater Sacramento metropolitan region.
  • B. Blatch
    Blatch is the surname of Nora Stanton Blatch, an early 20th-century American civil engineer, suffragist, and women's rights activist.
  • C. Chapman
    Chapman is a surname most famously associated with Graham Chapman, a British comedian, writer, and member of the Monty Python comedy group.
  • D. Cullen
    Cullen is a surname of Irish and Scottish origin borne by various notable individuals across politics, sports, and the arts.
  • E. Curtis
    Curtis is a common English surname of Norman origin, historically meaning "courteous" or "polite."
  • 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_69a49484688c8190a1bf285eb396a8b6 completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4be233fd88190996faf4105c0b8d7 completed March 1, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac832704c08190a1a73ebd90fa91b8 completed March 7, 2026, 7:57 p.m.
NEDg Description generation batch_69ac83add3608190be198ba153721d5c completed March 7, 2026, 7:59 p.m.
NED2 Entity disambiguation (via description) batch_69ac846e724081909696c8c44f2f9500 completed March 7, 2026, 8:02 p.m.
Created at: March 1, 2026, 7:47 p.m.