Triple

T11473795
Position Surface form Disambiguated ID Type / Status
Subject Chopped E271973 entity
Predicate notableJudge P28256 FINISHED
Object Marc Murphy
Marc Murphy is a chef and restaurateur best known to television audiences as a longtime judge on the Food Network cooking competition show "Chopped."
 E928429 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: Marc Murphy | Statement: [Chopped, notableJudge, Marc Murphy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marc Murphy
Context triple: [Chopped, notableJudge, Marc Murphy]
  • A. Larry Murphy
    Larry Murphy is an Irish criminal infamously known as the "Beast of Baltinglass" for his conviction in a notorious 2000 kidnapping and rape case.
  • B. Larry Murphy
    Larry Murphy is a central father figure in the musical "Dear Evan Hansen," grappling with grief, emotional distance, and the complexities of family relationships.
  • C. Don Murphy
    Don Murphy is an American film producer best known for helping launch and produce the live-action Transformers film franchise.
  • D. Bobby Murphy
    Bobby Murphy is an American billionaire entrepreneur and software engineer best known as the co-founder and chief technology officer of Snapchat’s parent company, Snap Inc.
  • E. John Michael Murphy
    John Michael Murphy is an American actor best known for portraying Father Murphy in the early 1980s television drama series of the same name.
  • 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: Marc Murphy
Triple: [Chopped, notableJudge, Marc Murphy]
Generated description
Marc Murphy is a chef and restaurateur best known to television audiences as a longtime judge on the Food Network cooking competition show "Chopped."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marc Murphy
Target entity description: Marc Murphy is a chef and restaurateur best known to television audiences as a longtime judge on the Food Network cooking competition show "Chopped."
  • A. Larry Murphy
    Larry Murphy is an Irish criminal infamously known as the "Beast of Baltinglass" for his conviction in a notorious 2000 kidnapping and rape case.
  • B. Larry Murphy
    Larry Murphy is a central father figure in the musical "Dear Evan Hansen," grappling with grief, emotional distance, and the complexities of family relationships.
  • C. Don Murphy
    Don Murphy is an American film producer best known for helping launch and produce the live-action Transformers film franchise.
  • D. Bobby Murphy
    Bobby Murphy is an American billionaire entrepreneur and software engineer best known as the co-founder and chief technology officer of Snapchat’s parent company, Snap Inc.
  • E. John Michael Murphy
    John Michael Murphy is an American actor best known for portraying Father Murphy in the early 1980s television drama series of the same name.
  • 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_69d6aae0c8d881908a5a360c0be3242e completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8294b3f388190a587c358313f7260 completed April 9, 2026, 10:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69e6042507c4819096afc2839fda186d completed April 20, 2026, 10:47 a.m.
NEDg Description generation batch_69e610a07bf881908de79850edb9576f completed April 20, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69e617fdaaa88190a1860fb00309596b completed April 20, 2026, 12:11 p.m.
Created at: April 8, 2026, 9:35 p.m.