Triple

T8874201
Position Surface form Disambiguated ID Type / Status
Subject Dustin O’Halloran E211229 entity
Predicate familyName P18 FINISHED
Object O’Halloran
O’Halloran is a surname of Irish origin borne by various notable individuals, including artists, musicians, and public figures.
 E763193 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: O’Halloran | Statement: [Dustin O’Halloran, familyName, O’Halloran]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: O’Halloran
Context triple: [Dustin O’Halloran, familyName, O’Halloran]
  • A. Guilfoyle
    Guilfoyle is a surname most prominently associated in contemporary American culture with television personality and political figure Kimberly Guilfoyle.
  • B. O'Herlihy
    O'Herlihy is an Irish surname associated with figures in film, television, and the arts.
  • C. Dinneen
    Dinneen is a surname of Irish origin borne by various notable individuals in sports, politics, and the arts.
  • D. O'Cullen
    O'Cullen is an Irish surname, a variant of Cullen, typically associated with Gaelic family lineages.
  • E. Halloran
    Halloran is the surname of the eccentric, dysfunctional family at the center of Shirley Jackson’s gothic novel "The Sundial."
  • 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: O’Halloran
Triple: [Dustin O’Halloran, familyName, O’Halloran]
Generated description
O’Halloran is a surname of Irish origin borne by various notable individuals, including artists, musicians, and public figures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: O’Halloran
Target entity description: O’Halloran is a surname of Irish origin borne by various notable individuals, including artists, musicians, and public figures.
  • A. Guilfoyle
    Guilfoyle is a surname most prominently associated in contemporary American culture with television personality and political figure Kimberly Guilfoyle.
  • B. O'Herlihy
    O'Herlihy is an Irish surname associated with figures in film, television, and the arts.
  • C. Dinneen
    Dinneen is a surname of Irish origin borne by various notable individuals in sports, politics, and the arts.
  • D. O'Cullen
    O'Cullen is an Irish surname, a variant of Cullen, typically associated with Gaelic family lineages.
  • E. Halloran
    Halloran is the surname of the eccentric, dysfunctional family at the center of Shirley Jackson’s gothic novel "The Sundial."
  • 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_69ca838e78748190934d82db3104f855 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc614451d081908804430a72d00edf completed April 1, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfa0f9714c8190909587eecbb10e1a completed April 3, 2026, 11:14 a.m.
NEDg Description generation batch_69cfa180c9048190b59e6b8437886ac9 completed April 3, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69cfa26ab1b881909e42a435f4e3333c completed April 3, 2026, 11:20 a.m.
Created at: March 30, 2026, 6:52 p.m.