Triple

T5357223
Position Surface form Disambiguated ID Type / Status
Subject Hilary Callaghan E102724 entity
Predicate notableFamily P1481 FINISHED
Object Callaghan family
The Callaghan family is a notable lineage associated with individuals such as Hilary Callaghan, recognized for their public and professional prominence.
E514248 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: Callaghan family | Statement: [Hilary Callaghan, notableFamily, Callaghan family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Callaghan family
Context triple: [Hilary Callaghan, notableFamily, Callaghan family]
  • A. Gallagher family
    The Gallagher family is the chaotic, fiercely loyal, and chronically dysfunctional working-class clan at the center of the U.S. television series "Shameless."
  • B. Walsh family
    The Walsh family is a prominent fictional family featured in the long-running American soap opera "As the World Turns."
  • C. Cullen family
    The Cullen family is a coven of vegetarian vampires central to the Twilight Saga, known for their close-knit, quasi-human lifestyle and key roles in the series’ romantic and supernatural conflicts.
  • D. Fitzpatrick dynasty
    The Fitzpatrick dynasty is an Irish noble lineage of Gaelic origin that historically ruled the kingdom of Ossory and later became prominent landowners and peers under English and British rule.
  • E. FitzGerald family
    The FitzGerald family is a prominent Anglo-Norman dynasty in Ireland historically known as the Earls of Kildare and Desmond, influential in Irish politics and society from the medieval period onward.
  • 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: Callaghan family
Triple: [Hilary Callaghan, notableFamily, Callaghan family]
Generated description
The Callaghan family is a notable lineage associated with individuals such as Hilary Callaghan, recognized for their public and professional prominence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Callaghan family
Target entity description: The Callaghan family is a notable lineage associated with individuals such as Hilary Callaghan, recognized for their public and professional prominence.
  • A. Gallagher family
    The Gallagher family is the chaotic, fiercely loyal, and chronically dysfunctional working-class clan at the center of the U.S. television series "Shameless."
  • B. Walsh family
    The Walsh family is a prominent fictional family featured in the long-running American soap opera "As the World Turns."
  • C. Cullen family
    The Cullen family is a coven of vegetarian vampires central to the Twilight Saga, known for their close-knit, quasi-human lifestyle and key roles in the series’ romantic and supernatural conflicts.
  • D. Fitzpatrick dynasty
    The Fitzpatrick dynasty is an Irish noble lineage of Gaelic origin that historically ruled the kingdom of Ossory and later became prominent landowners and peers under English and British rule.
  • E. FitzGerald family
    The FitzGerald family is a prominent Anglo-Norman dynasty in Ireland historically known as the Earls of Kildare and Desmond, influential in Irish politics and society from the medieval period onward.
  • 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_69bd43d8f7248190b64c140734b5c9a8 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd863099b081909d20f7014b98de5a completed March 20, 2026, 5:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf21e6762481909278935a4eeee177 completed March 21, 2026, 10:55 p.m.
NEDg Description generation batch_69bf228956d481909e9f3c11f4597cce completed March 21, 2026, 10:58 p.m.
NED2 Entity disambiguation (via description) batch_69bf230b571481909f76ada72d94c8d8 completed March 21, 2026, 11 p.m.
Created at: March 20, 2026, 2:01 p.m.