Triple

T4422157
Position Surface form Disambiguated ID Type / Status
Subject NHL on NBC E95124 entity
Predicate studioHost P55888 FINISHED
Object Liam McHugh
Liam McHugh is an American sportscaster best known for his work as a studio host and anchor on major U.S. sports broadcasts, including NHL and NFL coverage.
E437621 NE FINISHED

How this triple was built (5 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: Liam McHugh | Statement: [NHL on NBC, studioHost, Liam McHugh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liam McHugh
Context triple: [NHL on NBC, studioHost, Liam McHugh]
  • A. Liam Whelan
    Liam Whelan was an Irish footballer who played as an inside forward for Manchester United and the Republic of Ireland before his life was tragically cut short in the Munich air disaster of 1958.
  • B. Callum McDougall
    Callum McDougall is a British film producer known for his work on major feature films, including the World War I epic "1917."
  • C. Aidan Murdoch
    Aidan Murdoch is a member of the Murdoch family, known primarily as a child of media executive Lachlan Murdoch.
  • D. Liam O’Connor
    Liam O’Connor is a British architect best known for designing prominent public memorials, including the Bomber Command Memorial in London.
  • E. Liam Lonergan
    Liam Lonergan is an Irish businessman best known as one of the founders of the low-cost airline Ryanair.
  • 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: Liam McHugh
Triple: [NHL on NBC, studioHost, Liam McHugh]
Generated description
Liam McHugh is an American sportscaster best known for his work as a studio host and anchor on major U.S. sports broadcasts, including NHL and NFL coverage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liam McHugh
Target entity description: Liam McHugh is an American sportscaster best known for his work as a studio host and anchor on major U.S. sports broadcasts, including NHL and NFL coverage.
  • A. Liam Whelan
    Liam Whelan was an Irish footballer who played as an inside forward for Manchester United and the Republic of Ireland before his life was tragically cut short in the Munich air disaster of 1958.
  • B. Callum McDougall
    Callum McDougall is a British film producer known for his work on major feature films, including the World War I epic "1917."
  • C. Aidan Murdoch
    Aidan Murdoch is a member of the Murdoch family, known primarily as a child of media executive Lachlan Murdoch.
  • D. Liam O’Connor
    Liam O’Connor is a British architect best known for designing prominent public memorials, including the Bomber Command Memorial in London.
  • E. Liam Lonergan
    Liam Lonergan is an Irish businessman best known as one of the founders of the low-cost airline Ryanair.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: studioHost
Context triple: [NHL on NBC, studioHost, Liam McHugh]
  • A. studioManager
    Indicates that one entity holds managerial responsibility or oversight for a studio associated with another entity.
  • B. terminalArchitect
    Indicates a relationship where an entity serves as the final or ultimate designer or planner responsible for the structure, system, or outcome of another entity.
  • C. hostRock
    Indicates that one rock body serves as the surrounding or enclosing rock in which another geological feature (such as an ore deposit, vein, or intrusion) occurs.
  • D. hostedOn
    Indicates that one entity operates, resides, or is made available on another entity that provides the underlying platform or infrastructure.
  • E. codeHostingService
    Indicates a relationship where a platform provides hosting and management services for source code repositories and related development workflows.
  • F. None of above. chosen

Provenance (7 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_69b3453a36908190b95a79a297ca083c completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3554a0e7c8190b704d00d07b1857d completed March 13, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5f62715748190abceb14396ad637d completed March 14, 2026, 11:58 p.m.
NEDg Description generation batch_69b5f6d4bb84819081512aec6b49507b completed March 15, 2026, 12:01 a.m.
NED2 Entity disambiguation (via description) batch_69b5f7887cb08190bf498eefc3627bfa completed March 15, 2026, 12:04 a.m.
PD Predicate disambiguation batch_69b34f5eabe88190a12b244ea71e46d6 completed March 12, 2026, 11:42 p.m.
PDg Predicate description generation batch_69b3505a87b4819083fbbd58870e520b completed March 12, 2026, 11:46 p.m.
Created at: March 12, 2026, 11:30 p.m.