Triple

T11892552
Position Surface form Disambiguated ID Type / Status
Subject Matt Mahoney E282952 entity
Predicate hasFamilyName P18 FINISHED
Object Mahoney
Mahoney is a surname of Irish origin borne by various notable individuals across fields such as politics, sports, and entertainment.
E953523 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: Mahoney | Statement: [Matt Mahoney, hasFamilyName, Mahoney]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mahoney
Context triple: [Matt Mahoney, hasFamilyName, Mahoney]
  • A. Maloney
    Maloney is a surname most notably associated with American actress Dorothy Malone, known for her roles in classic Hollywood films and television.
  • B. Kinnear
    Kinnear is an English surname most notably associated with the British actor Rory Kinnear and his theatrical family.
  • C. Braugher
    Braugher is the surname of Andre Braugher, an acclaimed American actor known for his roles in "Homicide: Life on the Street" and "Brooklyn Nine-Nine."
  • D. Bel Mooney
    Bel Mooney is a British journalist, author, and advice columnist known for her work in newspapers and on radio.
  • E. Mahony
    Mahony is the surname of Marion Mahony Griffin, a pioneering American architect and one of the first licensed female architects in the world.
  • 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: Mahoney
Triple: [Matt Mahoney, hasFamilyName, Mahoney]
Generated description
Mahoney is a surname of Irish origin borne by various notable individuals across fields such as politics, sports, and entertainment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mahoney
Target entity description: Mahoney is a surname of Irish origin borne by various notable individuals across fields such as politics, sports, and entertainment.
  • A. Maloney
    Maloney is a surname most notably associated with American actress Dorothy Malone, known for her roles in classic Hollywood films and television.
  • B. Kinnear
    Kinnear is an English surname most notably associated with the British actor Rory Kinnear and his theatrical family.
  • C. Braugher
    Braugher is the surname of Andre Braugher, an acclaimed American actor known for his roles in "Homicide: Life on the Street" and "Brooklyn Nine-Nine."
  • D. Bel Mooney
    Bel Mooney is a British journalist, author, and advice columnist known for her work in newspapers and on radio.
  • E. Mahony
    Mahony is the surname of Marion Mahony Griffin, a pioneering American architect and one of the first licensed female architects in the world.
  • 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_69d6ab2a90b08190a4e818821cc93e6d completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8dd1172988190a2c13d37220f2f93 completed April 10, 2026, 11:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69f4180569ac81909137d56374e800c0 completed May 1, 2026, 3:03 a.m.
NEDg Description generation batch_69f41f1abaa481908b8a6873a07af848 completed May 1, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f422778a10819093bc2473ef30fe71 completed May 1, 2026, 3:48 a.m.
Created at: April 8, 2026, 9:44 p.m.