Triple

T7759320
Position Surface form Disambiguated ID Type / Status
Subject Frank McHugh E175976 entity
Predicate hasRelative P367 FINISHED
Object Ed McHugh
Ed McHugh is a relative of American character actor Frank McHugh, who was known for his prolific work in early 20th-century film and theater.
 E692369 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: Ed McHugh | Statement: [Frank McHugh, hasRelative, Ed McHugh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ed McHugh
Context triple: [Frank McHugh, hasRelative, Ed McHugh]
  • A. Ed McCauley
    Ed McCauley is a Canadian academic and research leader who serves as president of the University of Calgary.
  • B. David McDermott
    David McDermott is a relatively obscure individual whose primary distinguishing feature is sharing the McDermott surname rather than widespread public recognition in a specific field.
  • C. Jim McElroy
    Jim McElroy is an Australian film producer best known for his work on influential films of the 1970s and 1980s, including the classic mystery drama "Picnic at Hanging Rock."
  • D. Brian McHugh
    Brian McHugh is a fictional character appearing in the 1928 silent drama film "Mother Machree."
  • E. Brian McDermott
    Brian McDermott is a former professional rugby league player and highly successful English rugby league coach, best known for his trophy-laden tenure with the Leeds Rhinos.
  • 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: Ed McHugh
Triple: [Frank McHugh, hasRelative, Ed McHugh]
Generated description
Ed McHugh is a relative of American character actor Frank McHugh, who was known for his prolific work in early 20th-century film and theater.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ed McHugh
Target entity description: Ed McHugh is a relative of American character actor Frank McHugh, who was known for his prolific work in early 20th-century film and theater.
  • A. Ed McCauley
    Ed McCauley is a Canadian academic and research leader who serves as president of the University of Calgary.
  • B. David McDermott
    David McDermott is a relatively obscure individual whose primary distinguishing feature is sharing the McDermott surname rather than widespread public recognition in a specific field.
  • C. Jim McElroy
    Jim McElroy is an Australian film producer best known for his work on influential films of the 1970s and 1980s, including the classic mystery drama "Picnic at Hanging Rock."
  • D. Brian McHugh
    Brian McHugh is a fictional character appearing in the 1928 silent drama film "Mother Machree."
  • E. Brian McDermott
    Brian McDermott is a former professional rugby league player and highly successful English rugby league coach, best known for his trophy-laden tenure with the Leeds Rhinos.
  • 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_69c69962923c8190ac74d28b4f9fe0a0 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c703de43d08190ac28bc17cd3e5ffa completed March 27, 2026, 10:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69ca0f1021148190b85ec086f79787d4 completed March 30, 2026, 5:50 a.m.
NEDg Description generation batch_69ca10d315dc819094b7cf09af882f39 completed March 30, 2026, 5:57 a.m.
NED2 Entity disambiguation (via description) batch_69ca11207bd081908acf8617b9371e54 completed March 30, 2026, 5:58 a.m.
Created at: March 27, 2026, 4:09 p.m.