Triple

T4440894
Position Surface form Disambiguated ID Type / Status
Subject Commando E95767 entity
Predicate storyBy P1955 FINISHED
Object Jeph Loeb
Jeph Loeb is an American comic book writer, television producer, and screenwriter known for his work on major Marvel and DC titles as well as shows like "Smallville" and "Marvel's Agents of S.H.I.E.L.D."
E439217 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: Jeph Loeb | Statement: [Commando, storyBy, Jeph Loeb]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jeph Loeb
Context triple: [Commando, storyBy, Jeph Loeb]
  • A. Henry Jackman
    Henry Jackman is a British film composer known for his dynamic, hybrid orchestral-electronic scores for major Hollywood blockbusters and action films.
  • B. Paul Dini
    Paul Dini is an American writer and producer best known for his influential work on Batman: The Animated Series and for co-creating the character Harley Quinn.
  • C. Brian K. Vaughan
    Brian K. Vaughan is an American comic book and television writer best known for acclaimed series such as Saga, Y: The Last Man, and his work on shows like Lost.
  • D. Ed Brubaker
    Ed Brubaker is an American comic book writer best known for his acclaimed runs on titles like Captain America, Daredevil, and Criminal, where he revitalized characters through noir-influenced, character-driven storytelling.
  • E. Geoff Johns
    Geoff Johns is a prominent American comic book writer and producer best known for revitalizing major DC Comics characters and serving as a key architect of the modern DC Universe.
  • 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: Jeph Loeb
Triple: [Commando, storyBy, Jeph Loeb]
Generated description
Jeph Loeb is an American comic book writer, television producer, and screenwriter known for his work on major Marvel and DC titles as well as shows like "Smallville" and "Marvel's Agents of S.H.I.E.L.D."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jeph Loeb
Target entity description: Jeph Loeb is an American comic book writer, television producer, and screenwriter known for his work on major Marvel and DC titles as well as shows like "Smallville" and "Marvel's Agents of S.H.I.E.L.D."
  • A. Henry Jackman
    Henry Jackman is a British film composer known for his dynamic, hybrid orchestral-electronic scores for major Hollywood blockbusters and action films.
  • B. Paul Dini
    Paul Dini is an American writer and producer best known for his influential work on Batman: The Animated Series and for co-creating the character Harley Quinn.
  • C. Brian K. Vaughan
    Brian K. Vaughan is an American comic book and television writer best known for acclaimed series such as Saga, Y: The Last Man, and his work on shows like Lost.
  • D. Ed Brubaker
    Ed Brubaker is an American comic book writer best known for his acclaimed runs on titles like Captain America, Daredevil, and Criminal, where he revitalized characters through noir-influenced, character-driven storytelling.
  • E. Geoff Johns
    Geoff Johns is a prominent American comic book writer and producer best known for revitalizing major DC Comics characters and serving as a key architect of the modern DC Universe.
  • 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_69b3453ea2b48190a26f154b3b8fece5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b355ac05e081908411089c05fc36bd completed March 13, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69b61380fca08190bf036a7d82cee0e7 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b6143adefc81908f6c639906e0fd1a completed March 15, 2026, 2:06 a.m.
NED2 Entity disambiguation (via description) batch_69b614b00dbc8190a7ea0477bedbc96a completed March 15, 2026, 2:08 a.m.
Created at: March 12, 2026, 11:32 p.m.