Triple

T12661204
Position Surface form Disambiguated ID Type / Status
Subject The Elder Scrolls IV: Oblivion E302427 entity
Predicate artist P184 FINISHED
Object Matt Carofano
Matt Carofano is a video game art director and concept artist best known for his long-time visual design work on Bethesda’s The Elder Scrolls series.
E1097482 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: Matt Carofano | Statement: [The Elder Scrolls IV: Oblivion, artist, Matt Carofano]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Matt Carofano
Context triple: [The Elder Scrolls IV: Oblivion, artist, Matt Carofano]
  • A. Chris Gerolmo
    Chris Gerolmo is an American screenwriter and director best known for his work on the civil-rights drama film "Mississippi Burning" and for creating the television series "Over There."
  • B. Matt Palmieri
    Matt Palmieri is a film producer known for his work on the drama feature "The Last Face."
  • C. Michael Ferraro
    Michael Ferraro is a co-founder of Blue Sky Studios, the acclaimed animation company behind films such as the Ice Age series.
  • D. Chris Brancato
    Chris Brancato is an American television writer and producer best known for his work on crime dramas, including co-creating the acclaimed Netflix series "Narcos."
  • E. Mike Tuccillo
    Mike Tuccillo is a film and television composer known for his work on the acclaimed series "Ramy."
  • 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: Matt Carofano
Triple: [The Elder Scrolls IV: Oblivion, artist, Matt Carofano]
Generated description
Matt Carofano is a video game art director and concept artist best known for his long-time visual design work on Bethesda’s The Elder Scrolls series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Matt Carofano
Target entity description: Matt Carofano is a video game art director and concept artist best known for his long-time visual design work on Bethesda’s The Elder Scrolls series.
  • A. Chris Gerolmo
    Chris Gerolmo is an American screenwriter and director best known for his work on the civil-rights drama film "Mississippi Burning" and for creating the television series "Over There."
  • B. Matt Palmieri
    Matt Palmieri is a film producer known for his work on the drama feature "The Last Face."
  • C. Michael Ferraro
    Michael Ferraro is a co-founder of Blue Sky Studios, the acclaimed animation company behind films such as the Ice Age series.
  • D. Chris Brancato
    Chris Brancato is an American television writer and producer best known for his work on crime dramas, including co-creating the acclaimed Netflix series "Narcos."
  • E. Mike Tuccillo
    Mike Tuccillo is a film and television composer known for his work on the acclaimed series "Ramy."
  • 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_69d7bded71a88190bb76e2413af9ea66 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9617b07ec8190b714f04ae6654060 completed April 10, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd54f264d48190be636796d694ceb1 completed May 8, 2026, 3:13 a.m.
NEDg Description generation batch_69fd570e482881909532000eebd169d1 completed May 8, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_69fd57710f648190a1344ac1363acce1 completed May 8, 2026, 3:24 a.m.
Created at: April 9, 2026, 5:19 p.m.