Triple

T12340137
Position Surface form Disambiguated ID Type / Status
Subject Marvellous E294200 entity
Predicate hasCastMember P2308 FINISHED
Object Greg McHugh
Greg McHugh is a Scottish actor and writer best known for creating and starring in the comedy series "Gary: Tank Commander" and for roles in shows such as "Fresh Meat."
E1030631 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: Greg McHugh | Statement: [Marvellous, hasCastMember, Greg McHugh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Greg McHugh
Context triple: [Marvellous, hasCastMember, Greg McHugh]
  • A. Kevin O'Dowd
    Kevin O'Dowd is the brother of British singer Boy George and has been involved in managing and supporting aspects of his sibling's career.
  • B. Doug McQuaid
    Doug McQuaid is an attorney and perennial candidate in Seattle politics who ran as a lesser-known contender in the 2013 Seattle mayoral election.
  • C. Michael O’Hanrahan
    Michael O’Hanrahan was an Irish nationalist and member of the Irish Volunteers who took part in the 1916 Easter Rising and was executed for his role in the rebellion.
  • D. Brendan McHale
    Brendan McHale is a relatively obscure individual whose primary current distinction is simply being noted as a bearer of the McHale surname.
  • E. David McHugh
    David McHugh is an American composer best known for his film scores, including his work on the romantic comedy-drama "Mystic Pizza."
  • 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: Greg McHugh
Triple: [Marvellous, hasCastMember, Greg McHugh]
Generated description
Greg McHugh is a Scottish actor and writer best known for creating and starring in the comedy series "Gary: Tank Commander" and for roles in shows such as "Fresh Meat."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Greg McHugh
Target entity description: Greg McHugh is a Scottish actor and writer best known for creating and starring in the comedy series "Gary: Tank Commander" and for roles in shows such as "Fresh Meat."
  • A. Kevin O'Dowd
    Kevin O'Dowd is the brother of British singer Boy George and has been involved in managing and supporting aspects of his sibling's career.
  • B. Doug McQuaid
    Doug McQuaid is an attorney and perennial candidate in Seattle politics who ran as a lesser-known contender in the 2013 Seattle mayoral election.
  • C. Michael O’Hanrahan
    Michael O’Hanrahan was an Irish nationalist and member of the Irish Volunteers who took part in the 1916 Easter Rising and was executed for his role in the rebellion.
  • D. Brendan McHale
    Brendan McHale is a relatively obscure individual whose primary current distinction is simply being noted as a bearer of the McHale surname.
  • E. David McHugh
    David McHugh is an American composer best known for his film scores, including his work on the romantic comedy-drama "Mystic Pizza."
  • 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_69d6ab6ccbec8190b09e2d357aa80064 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f7758dc8190bbc6a9ad00b01dce completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f70a114ccc81909bc428c40c01a461 completed May 3, 2026, 8:40 a.m.
NEDg Description generation batch_69f70b5dbcc4819081b5ba410e319eb7 completed May 3, 2026, 8:46 a.m.
NED2 Entity disambiguation (via description) batch_69f70c4c6f908190b2ebc2a90b049e59 completed May 3, 2026, 8:50 a.m.
Created at: April 8, 2026, 9:53 p.m.