Triple

T13133622
Position Surface form Disambiguated ID Type / Status
Subject Paschal Donohoe E312025 entity
Predicate familyName P18 FINISHED
Object Donohoe
Donohoe is an Irish surname borne by various notable figures in politics, sports, and the arts.
E1022574 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: Donohoe | Statement: [Paschal Donohoe, familyName, Donohoe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Donohoe
Context triple: [Paschal Donohoe, familyName, Donohoe]
  • A. Dinneen
    Dinneen is a surname of Irish origin borne by various notable individuals in sports, politics, and the arts.
  • B. O’Donoghue
    O’Donoghue is an Irish surname historically associated with several Gaelic families and clans, particularly in County Kerry and surrounding regions.
  • C. O’Kelly
    O’Kelly is an Irish surname of Gaelic origin, traditionally associated with several historic Irish families and clans.
  • D. Herlihy
    Herlihy is an Irish-origin surname borne by various notable individuals, including writers, scholars, and public figures.
  • E. O’Halloran
    O’Halloran is a surname of Irish origin borne by various notable individuals, including artists, musicians, and public figures.
  • 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: Donohoe
Triple: [Paschal Donohoe, familyName, Donohoe]
Generated description
Donohoe is an Irish surname borne by various notable figures in politics, sports, and the arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Donohoe
Target entity description: Donohoe is an Irish surname borne by various notable figures in politics, sports, and the arts.
  • A. Dinneen
    Dinneen is a surname of Irish origin borne by various notable individuals in sports, politics, and the arts.
  • B. O’Donoghue
    O’Donoghue is an Irish surname historically associated with several Gaelic families and clans, particularly in County Kerry and surrounding regions.
  • C. O’Kelly
    O’Kelly is an Irish surname of Gaelic origin, traditionally associated with several historic Irish families and clans.
  • D. Herlihy
    Herlihy is an Irish-origin surname borne by various notable individuals, including writers, scholars, and public figures.
  • E. O’Halloran
    O’Halloran is a surname of Irish origin borne by various notable individuals, including artists, musicians, and public figures.
  • 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_69d806a9fe888190b081e2d9ea665d6c completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d981b3d72c8190b69ae56435a954fa completed April 10, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e2930c6c8190adf17103a6cb71b9 completed May 3, 2026, 5:52 a.m.
NEDg Description generation batch_69f6e44fa8c88190a8f7bd715f34ec0b completed May 3, 2026, 5:59 a.m.
NED2 Entity disambiguation (via description) batch_69f6e4c96b8c8190bb2f2988a5f8a14b completed May 3, 2026, 6:01 a.m.
Created at: April 9, 2026, 9:08 p.m.