Triple

T21830735
Position Surface form Disambiguated ID Type / Status
Subject Ethel Higgins Byrne E538986 entity
Predicate father P120 FINISHED
Object Michael Higgins
Michael Higgins was the father of Ethel Higgins Byrne, an early 20th-century American birth control activist and sister of Margaret Sanger.
E1503311 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: Michael Higgins | Statement: [Ethel Higgins Byrne, father, Michael Higgins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Higgins
Context triple: [Ethel Higgins Byrne, father, Michael Higgins]
  • A. Michael Hogan
    Michael Hogan was a screenwriter known for his work on classic Hollywood films, including contributing to the script of Alfred Hitchcock’s 1940 adaptation of "Rebecca."
  • B. Michael Hogan
    Michael Hogan is a fictional character from the American television sitcom "The Hogan Family," which aired in the late 1980s and early 1990s.
  • C. Michael Hogan
    Michael Hogan was an Irish Gaelic footballer for Tipperary who was killed by British forces during the Bloody Sunday shootings at Croke Park in 1920, after whom a stand in the stadium is named.
  • D. Michael Hogan
    Michael Hogan is a Canadian actor best known for playing Colonel Saul Tigh in the reimagined science fiction television series Battlestar Galactica.
  • E. Andrew Smith
    Andrew Smith was a standout Butler University basketball center known for his key role in the Bulldogs’ run to the 2011 NCAA Tournament Championship Game.
  • 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: Michael Higgins
Triple: [Ethel Higgins Byrne, father, Michael Higgins]
Generated description
Michael Higgins was the father of Ethel Higgins Byrne, an early 20th-century American birth control activist and sister of Margaret Sanger.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Higgins
Target entity description: Michael Higgins was the father of Ethel Higgins Byrne, an early 20th-century American birth control activist and sister of Margaret Sanger.
  • A. Michael Hogan
    Michael Hogan was a screenwriter known for his work on classic Hollywood films, including contributing to the script of Alfred Hitchcock’s 1940 adaptation of "Rebecca."
  • B. Michael Hogan
    Michael Hogan was an Irish Gaelic footballer for Tipperary who was killed by British forces during the Bloody Sunday shootings at Croke Park in 1920, after whom a stand in the stadium is named.
  • C. Michael Hogan
    Michael Hogan is a fictional character from the American television sitcom "The Hogan Family," which aired in the late 1980s and early 1990s.
  • D. Michael Hogan
    Michael Hogan is a Canadian actor best known for playing Colonel Saul Tigh in the reimagined science fiction television series Battlestar Galactica.
  • E. Andrew Smith
    Andrew Smith was a standout Butler University basketball center known for his key role in the Bulldogs’ run to the 2011 NCAA Tournament Championship Game.
  • 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_69e0c475cda88190987d08f23caebdc1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f0913554508190b81347f01d3903e8 completed April 28, 2026, 10:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a45e8f6b48190852c512a878585be completed May 17, 2026, 10:49 p.m.
NEDg Description generation batch_6a0a4682eca08190916e211b0e9e3861 completed May 17, 2026, 10:51 p.m.
NED2 Entity disambiguation (via description) batch_6a0a474e900c81909c5167c63509ae0a completed May 17, 2026, 10:55 p.m.
Created at: April 16, 2026, 6:54 p.m.