Triple

T15584550
Position Surface form Disambiguated ID Type / Status
Subject Chewed Up E374583 entity
Predicate director P255 FINISHED
Object Steven J. Santos
Steven J. Santos is a film and television director best known for his work on stand-up comedy specials, including Louis C.K.'s "Chewed Up."
E1167297 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: Steven J. Santos | Statement: [Chewed Up, director, Steven J. Santos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Steven J. Santos
Context triple: [Chewed Up, director, Steven J. Santos]
  • A. Ricardo S. Sanchez
    Ricardo S. Sanchez is a retired U.S. Army lieutenant general best known for commanding coalition ground forces in Iraq during the early years of the Iraq War.
  • B. Timothy P. Villagomez
    Timothy P. Villagomez is a Northern Mariana Islands politician who served as lieutenant governor and was later convicted in a major public corruption case involving government contracts.
  • C. Christopher J. Garcia
    Christopher J. Garcia is an American science fiction fan, writer, and fanzine editor known for his Hugo Award–winning work and co-editing the fanzine Journey Planet.
  • D. Mario E. Salgado
    Mario E. Salgado is an academic researcher in control systems and engineering, known for co-authoring influential works in the field alongside Graham C. Goodwin.
  • E. Matthew Santos
    Matthew Santos is an American singer-songwriter and musician best known for his collaborations with rapper Lupe Fiasco, particularly on the hit single "Superstar."
  • 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: Steven J. Santos
Triple: [Chewed Up, director, Steven J. Santos]
Generated description
Steven J. Santos is a film and television director best known for his work on stand-up comedy specials, including Louis C.K.'s "Chewed Up."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Steven J. Santos
Target entity description: Steven J. Santos is a film and television director best known for his work on stand-up comedy specials, including Louis C.K.'s "Chewed Up."
  • A. Ricardo S. Sanchez
    Ricardo S. Sanchez is a retired U.S. Army lieutenant general best known for commanding coalition ground forces in Iraq during the early years of the Iraq War.
  • B. Timothy P. Villagomez
    Timothy P. Villagomez is a Northern Mariana Islands politician who served as lieutenant governor and was later convicted in a major public corruption case involving government contracts.
  • C. Christopher J. Garcia
    Christopher J. Garcia is an American science fiction fan, writer, and fanzine editor known for his Hugo Award–winning work and co-editing the fanzine Journey Planet.
  • D. Mario E. Salgado
    Mario E. Salgado is an academic researcher in control systems and engineering, known for co-authoring influential works in the field alongside Graham C. Goodwin.
  • E. Matthew Santos
    Matthew Santos is an American singer-songwriter and musician best known for his collaborations with rapper Lupe Fiasco, particularly on the hit single "Superstar."
  • 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_69d85ccd575081908909b71a3f3e3a61 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e47971481909e986dd999354628 completed April 16, 2026, 2:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff56c5baac819099d53896f6a35d94 completed May 9, 2026, 3:46 p.m.
NEDg Description generation batch_69ff5ac2aa188190804f801497ca16df completed May 9, 2026, 4:03 p.m.
NED2 Entity disambiguation (via description) batch_69ff5b211a7881908b82be108dd76122 completed May 9, 2026, 4:04 p.m.
Created at: April 10, 2026, 4:11 a.m.