Triple

T10032100
Position Surface form Disambiguated ID Type / Status
Subject The Malloys E204875 entity
Predicate hasMember P10 FINISHED
Object Emmett Malloy
Emmett Malloy is an American film and music video director and producer, known for his work with artists like Jack Johnson and for co-founding the production duo The Malloys.
E837162 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: Emmett Malloy | Statement: [The Malloys, hasMember, Emmett Malloy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Emmett Malloy
Context triple: [The Malloys, hasMember, Emmett Malloy]
  • A. Emmett Clark
    Emmett Clark is a hardware store owner and comic supporting character in the Mayberry universe, featured prominently in the television series Mayberry R.F.D.
  • B. Emmett
    Emmett is a hardened yet resourceful survivor in the post-apocalyptic horror film "A Quiet Place Part II," who becomes a reluctant protector and guide to the remaining Abbott family.
  • C. Emmett
    Emmett is the eccentric time-traveling scientist from the Back to the Future film series, best known for inventing the DeLorean time machine.
  • D. Emmet Dalton
    Emmet Dalton was an Irish soldier and revolutionary who served as a senior commander in the National Army during the Irish Civil War and later became a prominent film producer.
  • E. Ormond McGill
    Ormond McGill was an American stage hypnotist, magician, and author often referred to as the "Dean of American Hypnotists" for his influential work in modern hypnotism.
  • 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: Emmett Malloy
Triple: [The Malloys, hasMember, Emmett Malloy]
Generated description
Emmett Malloy is an American film and music video director and producer, known for his work with artists like Jack Johnson and for co-founding the production duo The Malloys.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Emmett Malloy
Target entity description: Emmett Malloy is an American film and music video director and producer, known for his work with artists like Jack Johnson and for co-founding the production duo The Malloys.
  • A. Emmett Clark
    Emmett Clark is a hardware store owner and comic supporting character in the Mayberry universe, featured prominently in the television series Mayberry R.F.D.
  • B. Emmett
    Emmett is a hardened yet resourceful survivor in the post-apocalyptic horror film "A Quiet Place Part II," who becomes a reluctant protector and guide to the remaining Abbott family.
  • C. Emmett
    Emmett is the eccentric time-traveling scientist from the Back to the Future film series, best known for inventing the DeLorean time machine.
  • D. Emmet Dalton
    Emmet Dalton was an Irish soldier and revolutionary who served as a senior commander in the National Army during the Irish Civil War and later became a prominent film producer.
  • E. Ormond McGill
    Ormond McGill was an American stage hypnotist, magician, and author often referred to as the "Dean of American Hypnotists" for his influential work in modern hypnotism.
  • 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_69ca834d77188190ad645e33e8ca3200 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdce461d6481908cc8f968856e0337 completed April 2, 2026, 2:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69d282478578819085ca00fe140bb6c1 completed April 5, 2026, 3:39 p.m.
NEDg Description generation batch_69d283c516708190b3a1c363841787fc completed April 5, 2026, 3:46 p.m.
NED2 Entity disambiguation (via description) batch_69d284956730819099e5cd918e722fd8 completed April 5, 2026, 3:49 p.m.
Created at: March 30, 2026, 8:54 p.m.