Triple

T8758384
Position Surface form Disambiguated ID Type / Status
Subject Air America Radio E208129 entity
Predicate notableHost P5272 FINISHED
Object Mike Malloy
Mike Malloy is a progressive American radio talk show host known for his outspoken, left-leaning political commentary and work on various liberal talk radio networks.
 E788446 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: Mike Malloy | Statement: [Air America Radio, notableHost, Mike Malloy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mike Malloy
Context triple: [Air America Radio, notableHost, Mike Malloy]
  • A. Kevin Mullen
    Kevin Mullen is a personal name shared by multiple individuals, including professionals in fields such as sports, academia, and public service.
  • B. Jim Mullen
    Jim Mullen is a Scottish jazz guitarist renowned for his soulful, groove-oriented playing and collaborations with leading British jazz and fusion artists.
  • C. Michael Maloney
    Michael Maloney is a British actor known for his work in film, television, and theatre, including prominent roles in Shakespearean adaptations.
  • D. Joe Mullen
    Joe Mullen is a former American professional ice hockey right winger and Hall of Famer, renowned as one of the first U.S.-born stars in the NHL and a multiple Stanley Cup champion.
  • E. Mark Mullen
    Mark Mullen is an American television journalist and news correspondent known for his reporting on major national and international events.
  • 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: Mike Malloy
Triple: [Air America Radio, notableHost, Mike Malloy]
Generated description
Mike Malloy is a progressive American radio talk show host known for his outspoken, left-leaning political commentary and work on various liberal talk radio networks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mike Malloy
Target entity description: Mike Malloy is a progressive American radio talk show host known for his outspoken, left-leaning political commentary and work on various liberal talk radio networks.
  • A. Kevin Mullen
    Kevin Mullen is a personal name shared by multiple individuals, including professionals in fields such as sports, academia, and public service.
  • B. Jim Mullen
    Jim Mullen is a Scottish jazz guitarist renowned for his soulful, groove-oriented playing and collaborations with leading British jazz and fusion artists.
  • C. Michael Maloney
    Michael Maloney is a British actor known for his work in film, television, and theatre, including prominent roles in Shakespearean adaptations.
  • D. Joe Mullen
    Joe Mullen is a former American professional ice hockey right winger and Hall of Famer, renowned as one of the first U.S.-born stars in the NHL and a multiple Stanley Cup champion.
  • E. Mark Mullen
    Mark Mullen is an American television journalist and news correspondent known for his reporting on major national and international events.
  • 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_69ca835cd6b08190bd7c63db92f53c86 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5ddc2d9c81908948aee2b956cce4 completed March 31, 2026, 11:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69d09b3a8a248190aa32981bdcbe570d completed April 4, 2026, 5:01 a.m.
NEDg Description generation batch_69d09ca202f88190b21b89e61b1596ff completed April 4, 2026, 5:07 a.m.
NED2 Entity disambiguation (via description) batch_69d09d914d688190af609c4485c746cc completed April 4, 2026, 5:11 a.m.
Created at: March 30, 2026, 6:40 p.m.