Triple

T11543878
Position Surface form Disambiguated ID Type / Status
Subject Torchlight E273734 entity
Predicate composer P1361 FINISHED
Object Matt Uelmen
Matt Uelmen is an American composer best known for his atmospheric and guitar-driven soundtracks for action role-playing games such as the Diablo series and Torchlight.
 E948679 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 Uelmen | Statement: [Torchlight, composer, Matt Uelmen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Matt Uelmen
Context triple: [Torchlight, composer, Matt Uelmen]
  • A. Chris Uhl
    Chris Uhl is a musician known for being a member of the Celtic rock band O'Malley's March.
  • B. Andy Umberger
    Andy Umberger is an American character actor known for his numerous television and film roles, including appearances in series like "Buffy the Vampire Slayer," "Mad Men," and "The West Wing."
  • C. Matt Olmstead
    Matt Olmstead is an American television writer and producer best known for his work on crime and drama series such as "NYPD Blue," "Prison Break," and the "Chicago" franchise.
  • D. Ryan Dusick
    Ryan Dusick is an American musician best known as the original drummer and a founding member of the pop rock band Maroon 5.
  • E. John Luessenhop
    John Luessenhop is an American film director and screenwriter best known for helming genre and action films, including the horror sequel "Texas Chainsaw 3D."
  • 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 Uelmen
Triple: [Torchlight, composer, Matt Uelmen]
Generated description
Matt Uelmen is an American composer best known for his atmospheric and guitar-driven soundtracks for action role-playing games such as the Diablo series and Torchlight.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Matt Uelmen
Target entity description: Matt Uelmen is an American composer best known for his atmospheric and guitar-driven soundtracks for action role-playing games such as the Diablo series and Torchlight.
  • A. Chris Uhl
    Chris Uhl is a musician known for being a member of the Celtic rock band O'Malley's March.
  • B. Andy Umberger
    Andy Umberger is an American character actor known for his numerous television and film roles, including appearances in series like "Buffy the Vampire Slayer," "Mad Men," and "The West Wing."
  • C. Matt Olmstead
    Matt Olmstead is an American television writer and producer best known for his work on crime and drama series such as "NYPD Blue," "Prison Break," and the "Chicago" franchise.
  • D. Ryan Dusick
    Ryan Dusick is an American musician best known as the original drummer and a founding member of the pop rock band Maroon 5.
  • E. John Luessenhop
    John Luessenhop is an American film director and screenwriter best known for helming genre and action films, including the horror sequel "Texas Chainsaw 3D."
  • 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_69d6aae4dfa48190a3ab0b19a159a3c5 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d886e1d754819089f3b6be3404fa0b completed April 10, 2026, 5:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69f12fcc1f2481908423370681dc869e completed April 28, 2026, 10:08 p.m.
NEDg Description generation batch_69f138b5f8988190a7ff95095eafd0b1 completed April 28, 2026, 10:46 p.m.
NED2 Entity disambiguation (via description) batch_69f14e9b30a88190a054961a2f7fc80d completed April 29, 2026, 12:19 a.m.
Created at: April 8, 2026, 9:37 p.m.