Triple

T19140286
Position Surface form Disambiguated ID Type / Status
Subject Rhiannon Giddens E468536 entity
Predicate spouse P13 FINISHED
Object Michael Laffan
Michael Laffan is a historian specializing in Southeast Asian and Islamic history, known for his scholarship on Indonesia and the broader Muslim world.
 E1425200 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 Laffan | Statement: [Rhiannon Giddens, spouse, Michael Laffan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael Laffan
Context triple: [Rhiannon Giddens, spouse, Michael Laffan]
  • A. Kevin Laffan
    Kevin Laffan was a British television writer best known for creating the long-running ITV soap opera Emmerdale.
  • B. Peter Loughran
    Peter Loughran is a British musician and hairstylist best known for his former marriage to actress Lena Headey.
  • C. Kevin Lafferty
    Kevin Lafferty is a television producer known for his executive production work on high-profile series, including the Netflix show "Wednesday."
  • D. John Doherty
    John Doherty is known as the husband of American actress Michael Learned, famed for her role as Olivia Walton on the television series "The Waltons."
  • E. Paul McAuliffe
    Paul McAuliffe is an Irish Fianna Fáil politician who has served as a Teachta Dála (TD) for the Dublin North-West constituency and is a former Lord Mayor of Dublin.
  • 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 Laffan
Triple: [Rhiannon Giddens, spouse, Michael Laffan]
Generated description
Michael Laffan is a historian specializing in Southeast Asian and Islamic history, known for his scholarship on Indonesia and the broader Muslim world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael Laffan
Target entity description: Michael Laffan is a historian specializing in Southeast Asian and Islamic history, known for his scholarship on Indonesia and the broader Muslim world.
  • A. Kevin Laffan
    Kevin Laffan was a British television writer best known for creating the long-running ITV soap opera Emmerdale.
  • B. Peter Loughran
    Peter Loughran is a British musician and hairstylist best known for his former marriage to actress Lena Headey.
  • C. Kevin Lafferty
    Kevin Lafferty is a television producer known for his executive production work on high-profile series, including the Netflix show "Wednesday."
  • D. John Doherty
    John Doherty is known as the husband of American actress Michael Learned, famed for her role as Olivia Walton on the television series "The Waltons."
  • E. Paul McAuliffe
    Paul McAuliffe is an Irish Fianna Fáil politician who has served as a Teachta Dála (TD) for the Dublin North-West constituency and is a former Lord Mayor of Dublin.
  • 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_69d8dd0796a48190b34ce4cd9d3f3be5 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e3f094f88190996279d7b548edea completed April 20, 2026, 8:29 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08693a75d08190b5e760695e35f19d completed May 16, 2026, 12:55 p.m.
NEDg Description generation batch_6a086a1483048190b1a5176d12ed1a98 completed May 16, 2026, 12:59 p.m.
NED2 Entity disambiguation (via description) batch_6a086b0e34ac8190b544b2a78f776d5d completed May 16, 2026, 1:03 p.m.
Created at: April 10, 2026, 12:05 p.m.