Triple

T7356554
Position Surface form Disambiguated ID Type / Status
Subject The American Voter E169640 entity
Predicate author P4 FINISHED
Object Angus Campbell
Angus Campbell was an influential American social psychologist and political scientist known for his pioneering work in public opinion and voting behavior.
 E670053 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: Angus Campbell | Statement: [The American Voter, author, Angus Campbell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Angus Campbell
Context triple: [The American Voter, author, Angus Campbell]
  • A. Angus Campbell
    Angus Campbell is a senior Australian Army officer who has served as Chief of the Defence Force.
  • B. Andrew Campbell
    Andrew Campbell was an American explorer best known for leading the 1878 discovery of Luray Caverns in Virginia.
  • C. Duncan Campbell
    Duncan Campbell is a British journalist and writer best known for his investigative reporting and his long-term marriage to actress Julie Christie.
  • D. Allan MacEachen
    Allan MacEachen was a prominent Canadian Liberal politician and long-serving cabinet minister who played a key role in shaping Canada's domestic and foreign policy in the late 20th century.
  • E. Angus Robertson
    Angus Robertson is a Scottish National Party politician who has served as a senior minister in the Scottish Government and formerly led the SNP group at Westminster.
  • 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: Angus Campbell
Triple: [The American Voter, author, Angus Campbell]
Generated description
Angus Campbell was an influential American social psychologist and political scientist known for his pioneering work in public opinion and voting behavior.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Angus Campbell
Target entity description: Angus Campbell was an influential American social psychologist and political scientist known for his pioneering work in public opinion and voting behavior.
  • A. Angus Campbell
    Angus Campbell is a senior Australian Army officer who has served as Chief of the Defence Force.
  • B. Andrew Campbell
    Andrew Campbell was an American explorer best known for leading the 1878 discovery of Luray Caverns in Virginia.
  • C. Duncan Campbell
    Duncan Campbell is a British journalist and writer best known for his investigative reporting and his long-term marriage to actress Julie Christie.
  • D. Allan MacEachen
    Allan MacEachen was a prominent Canadian Liberal politician and long-serving cabinet minister who played a key role in shaping Canada's domestic and foreign policy in the late 20th century.
  • E. Angus Robertson
    Angus Robertson is a Scottish National Party politician who has served as a senior minister in the Scottish Government and formerly led the SNP group at Westminster.
  • 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_69c68a59f2288190877ca15c19b1e822 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f13a62e48190a2d1781a630aa9f0 completed March 27, 2026, 9:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69c845e46d4881909b346391812513a2 completed March 28, 2026, 9:19 p.m.
NEDg Description generation batch_69c8469df1c081908aef635dfa3d74f7 completed March 28, 2026, 9:22 p.m.
NED2 Entity disambiguation (via description) batch_69c8472c55c081909e189cf92c4c1a86 completed March 28, 2026, 9:25 p.m.
Created at: March 27, 2026, 3:06 p.m.