Triple

T19442770
Position Surface form Disambiguated ID Type / Status
Subject Western Federation of Miners E486391 entity
Predicate key person P256 FINISHED
Object Ed Boyce
Ed Boyce was a prominent American labor leader and early president of the Western Federation of Miners who played a major role in organizing hardrock miners in the late 19th century.
 E1389372 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: Ed Boyce | Statement: [Western Federation of Miners, key person, Ed Boyce]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ed Boyce
Context triple: [Western Federation of Miners, key person, Ed Boyce]
  • A. Ed Blandell
    Ed Blandell is a relatively obscure figure known primarily as the sibling of American film and radio actress Gloria Blondell.
  • B. Kent Boyd
    Kent Boyd is an American dancer and actor best known for his work on Disney Channel projects and as a contestant on "So You Think You Can Dance."
  • C. Bill Boals
    Bill Boals is the husband of American character actress Margo Martindale.
  • D. William Boyett
    William Boyett was an American character actor best known for his numerous television roles, particularly as law enforcement figures in series like "Adam-12" and "Dragnet."
  • E. Eric Boyd
    Eric Boyd is an American criminal convicted for his role in the highly publicized 2007 Knoxville murders of Channon Christian and Christopher Newsom.
  • 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: Ed Boyce
Triple: [Western Federation of Miners, key person, Ed Boyce]
Generated description
Ed Boyce was a prominent American labor leader and early president of the Western Federation of Miners who played a major role in organizing hardrock miners in the late 19th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ed Boyce
Target entity description: Ed Boyce was a prominent American labor leader and early president of the Western Federation of Miners who played a major role in organizing hardrock miners in the late 19th century.
  • A. Ed Blandell
    Ed Blandell is a relatively obscure figure known primarily as the sibling of American film and radio actress Gloria Blondell.
  • B. Kent Boyd
    Kent Boyd is an American dancer and actor best known for his work on Disney Channel projects and as a contestant on "So You Think You Can Dance."
  • C. Bill Boals
    Bill Boals is the husband of American character actress Margo Martindale.
  • D. William Boyett
    William Boyett was an American character actor best known for his numerous television roles, particularly as law enforcement figures in series like "Adam-12" and "Dragnet."
  • E. Eric Boyd
    Eric Boyd is an American criminal convicted for his role in the highly publicized 2007 Knoxville murders of Channon Christian and Christopher Newsom.
  • 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_69d8e8d7ad488190a3373045029b0f3b completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63386c520819092bea5d7f259a226 completed April 20, 2026, 2:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0787a7cb5081909658cc9700f878d6 completed May 15, 2026, 8:52 p.m.
NEDg Description generation batch_6a078990bee48190ba8b662620e633bd completed May 15, 2026, 9:01 p.m.
NED2 Entity disambiguation (via description) batch_6a078af607bc8190879268b5b2510757 completed May 15, 2026, 9:07 p.m.
Created at: April 10, 2026, 1:38 p.m.