Triple

T11604205
Position Surface form Disambiguated ID Type / Status
Subject Troy Duffy E275211 entity
Predicate familyName P18 FINISHED
Object Duffy
Duffy is a surname of Irish origin borne by various notable individuals across fields such as music, film, and politics.
 E580142 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: Duffy | Statement: [Troy Duffy, familyName, Duffy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Duffy
Context triple: [Troy Duffy, familyName, Duffy]
  • A. Duffy
    Duffy is a Welsh soul and pop singer-songwriter best known for her Grammy-winning hit single "Mercy" and her debut album "Rockferry."
  • B. Duggan
    Duggan is a surname of Irish origin borne by various notable individuals across fields such as entertainment, sports, and politics.
  • C. Rafferty
    Rafferty is an English model and actor best known as the son of actor Jude Law and actress Sadie Frost.
  • D. Dugan
    Dugan is a surname and given name of Irish origin, commonly used in English-speaking countries.
  • E. Dempsey
    Dempsey is a surname most notably associated with British Army General Sir Miles Dempsey, a senior commander in World War II.
  • 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: Duffy
Triple: [Troy Duffy, familyName, Duffy]
Generated description
Duffy is a surname of Irish origin borne by various notable individuals across fields such as music, film, and politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Duffy
Target entity description: Duffy is a surname of Irish origin borne by various notable individuals across fields such as music, film, and politics.
  • A. Duffy chosen
    Duffy is a Welsh soul and pop singer-songwriter best known for her Grammy-winning hit single "Mercy" and her debut album "Rockferry."
  • B. Duggan
    Duggan is a surname of Irish origin borne by various notable individuals across fields such as entertainment, sports, and politics.
  • C. Rafferty
    Rafferty is an English model and actor best known as the son of actor Jude Law and actress Sadie Frost.
  • D. Dugan
    Dugan is a surname and given name of Irish origin, commonly used in English-speaking countries.
  • E. Dempsey
    Dempsey is a surname most notably associated with British Army General Sir Miles Dempsey, a senior commander in World War II.
  • F. None of above.

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_69d6aaf84b548190ac072e4fb89ae18f completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d895502e0081909ee9c3d45d26cd91 completed April 10, 2026, 6:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69e8a8022800819096d7a87ac8c1c751 completed April 22, 2026, 10:50 a.m.
NEDg Description generation batch_69e8af9665648190b7732076aa129671 completed April 22, 2026, 11:23 a.m.
NED2 Entity disambiguation (via description) batch_69ee5b3a3720819095a4a87176e052cb completed April 26, 2026, 6:36 p.m.
Created at: April 8, 2026, 9:38 p.m.