Triple

T18650233
Position Surface form Disambiguated ID Type / Status
Subject Charles Haughey E455912 entity
Predicate familyName P18 FINISHED
Object Haughey
Haughey is an Irish surname most prominently associated with Charles Haughey, a dominant and controversial figure in late 20th-century Irish politics.
 E1336720 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: Haughey | Statement: [Charles Haughey, familyName, Haughey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Haughey
Context triple: [Charles Haughey, familyName, Haughey]
  • A. Ambaguio Kallahan
    Ambaguio Kallahan is a dialectal or regional name for the Kalanguya language spoken by the Kallahan people in the Ambaguio area of the northern Philippines.
  • B. Elder McNamara
    Elder McNamara is a high-ranking leader of the Brotherhood of Steel in the Fallout universe, known for his cautious, defensive approach to preserving the faction’s technology and survival.
  • C. Hector XI McDodd
    Hector XI McDodd is one of the many children of Mayor Ned McDodd in Dr. Seuss’s "Horton Hears a Who!" universe.
  • D. Hector XVIII McDodd
    Hector XVIII McDodd is one of the many children in the McDodd family from Dr. Seuss's "Horton Hears a Who!", living in the tiny world of Whoville.
  • E. Hector XVII McDodd
    Hector XVII McDodd is one of the many children in the large McDodd family from Dr. Seuss’s "Horton Hears a Who!" universe.
  • 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: Haughey
Triple: [Charles Haughey, familyName, Haughey]
Generated description
Haughey is an Irish surname most prominently associated with Charles Haughey, a dominant and controversial figure in late 20th-century Irish politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Haughey
Target entity description: Haughey is an Irish surname most prominently associated with Charles Haughey, a dominant and controversial figure in late 20th-century Irish politics.
  • A. Ambaguio Kallahan
    Ambaguio Kallahan is a dialectal or regional name for the Kalanguya language spoken by the Kallahan people in the Ambaguio area of the northern Philippines.
  • B. Elder McNamara
    Elder McNamara is a high-ranking leader of the Brotherhood of Steel in the Fallout universe, known for his cautious, defensive approach to preserving the faction’s technology and survival.
  • C. Hector XI McDodd
    Hector XI McDodd is one of the many children of Mayor Ned McDodd in Dr. Seuss’s "Horton Hears a Who!" universe.
  • D. Hector XVIII McDodd
    Hector XVIII McDodd is one of the many children in the McDodd family from Dr. Seuss's "Horton Hears a Who!", living in the tiny world of Whoville.
  • E. Hector XVII McDodd
    Hector XVII McDodd is one of the many children in the large McDodd family from Dr. Seuss’s "Horton Hears a Who!" universe.
  • 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_69d8d38ea1e88190997e9b231190ba6f completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e55010d27c8190aad8d3c9e8cd31b2 completed April 19, 2026, 9:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a05171c9f5c8190a9314db8714efbd2 completed May 14, 2026, 12:28 a.m.
NEDg Description generation batch_6a051c3afa588190973993a9f3f73d04 completed May 14, 2026, 12:50 a.m.
NED2 Entity disambiguation (via description) batch_6a051cc49b9481909d931d90146c4628 completed May 14, 2026, 12:52 a.m.
Created at: April 10, 2026, 11:47 a.m.