Triple

T20949717
Position Surface form Disambiguated ID Type / Status
Subject Batman: Assault on Arkham E515945 entity
Predicate writer P1360 FINISHED
Object Heath Corson
Heath Corson is an American screenwriter and producer best known for his work on animated superhero films and television projects, particularly within the DC Comics universe.
E1458774 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: Heath Corson | Statement: [Batman: Assault on Arkham, writer, Heath Corson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heath Corson
Context triple: [Batman: Assault on Arkham, writer, Heath Corson]
  • A. Jason Crouse
    Jason Crouse is a fictional defense investigator and love interest of Alicia Florrick on the legal drama television series "The Good Wife."
  • B. Chris O’Hearn
    Chris O’Hearn is a musician best known as a member of the American new wave band The Waitresses.
  • C. Brent Tarleton
    Brent Tarleton is a minor character in Margaret Mitchell's novel "Gone with the Wind," one of the Tarleton twins known for their charm and flirtations with Southern belles.
  • D. Brant Daugherty
    Brant Daugherty is an American actor known for his roles in television series like "Pretty Little Liars" and films including the "Fifty Shades" franchise.
  • E. Jeremy Leary
    Jeremy Leary is a voice actor best known for portraying the young version of Carl Fredricksen in Pixar’s animated film "Up."
  • 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: Heath Corson
Triple: [Batman: Assault on Arkham, writer, Heath Corson]
Generated description
Heath Corson is an American screenwriter and producer best known for his work on animated superhero films and television projects, particularly within the DC Comics universe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heath Corson
Target entity description: Heath Corson is an American screenwriter and producer best known for his work on animated superhero films and television projects, particularly within the DC Comics universe.
  • A. Jason Crouse
    Jason Crouse is a fictional defense investigator and love interest of Alicia Florrick on the legal drama television series "The Good Wife."
  • B. Chris O’Hearn
    Chris O’Hearn is a musician best known as a member of the American new wave band The Waitresses.
  • C. Brent Tarleton
    Brent Tarleton is a minor character in Margaret Mitchell's novel "Gone with the Wind," one of the Tarleton twins known for their charm and flirtations with Southern belles.
  • D. Brant Daugherty
    Brant Daugherty is an American actor known for his roles in television series like "Pretty Little Liars" and films including the "Fifty Shades" franchise.
  • E. Jeremy Leary
    Jeremy Leary is a voice actor best known for portraying the young version of Carl Fredricksen in Pixar’s animated film "Up."
  • 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_69e0b4fcd678819087a304291f14330a completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6fadc08148190b4ff710f94462a26 completed April 21, 2026, 4:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09278e12888190bbf727d1d8f90a4f completed May 17, 2026, 2:27 a.m.
NEDg Description generation batch_6a092819af008190bc51cd6367d7542a completed May 17, 2026, 2:29 a.m.
NED2 Entity disambiguation (via description) batch_6a092896b75881909d5145ccaef0cd7e completed May 17, 2026, 2:31 a.m.
Created at: April 16, 2026, 1:18 p.m.