Triple

T9983825
Position Surface form Disambiguated ID Type / Status
Subject Miami Vice E196516 entity
Predicate starring P1507 FINISHED
Object Michael Talbott
Michael Talbott is an American actor best known for his role as Detective Stanley Switek on the 1980s television series "Miami Vice."
 E834250 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: Michael Talbott | Statement: [Miami Vice, starring, Michael Talbott]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael Talbott
Context triple: [Miami Vice, starring, Michael Talbott]
  • A. Robert Whitman
    Robert Whitman is the husband of economist and former General Motors executive Marina von Neumann Whitman.
  • B. Paul Syverson
    Paul Syverson is a computer scientist and cryptographer best known as one of the original designers of onion routing, the privacy technology underlying the Tor anonymity network.
  • C. J. Christian Bollwage
    J. Christian Bollwage is an American Democratic politician who has served for many years as the long-time mayor of Elizabeth, New Jersey.
  • D. Philip Bruns
    Philip Bruns was an American character actor best known for his television and film roles in the 1970s and 1980s, including his work on the satirical soap opera "Mary Hartman, Mary Hartman."
  • E. Stephen F. Martin
    Stephen F. Martin is an American organic chemist renowned for his influential research in synthetic methodology and complex molecule synthesis.
  • 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: Michael Talbott
Triple: [Miami Vice, starring, Michael Talbott]
Generated description
Michael Talbott is an American actor best known for his role as Detective Stanley Switek on the 1980s television series "Miami Vice."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael Talbott
Target entity description: Michael Talbott is an American actor best known for his role as Detective Stanley Switek on the 1980s television series "Miami Vice."
  • A. Robert Whitman
    Robert Whitman is the husband of economist and former General Motors executive Marina von Neumann Whitman.
  • B. Paul Syverson
    Paul Syverson is a computer scientist and cryptographer best known as one of the original designers of onion routing, the privacy technology underlying the Tor anonymity network.
  • C. J. Christian Bollwage
    J. Christian Bollwage is an American Democratic politician who has served for many years as the long-time mayor of Elizabeth, New Jersey.
  • D. Philip Bruns
    Philip Bruns was an American character actor best known for his television and film roles in the 1970s and 1980s, including his work on the satirical soap opera "Mary Hartman, Mary Hartman."
  • E. Stephen F. Martin
    Stephen F. Martin is an American organic chemist renowned for his influential research in synthetic methodology and complex molecule synthesis.
  • 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_69ca82efbce081908179b4b9c65096eb completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb8bdc0388190bbbd4bdc5ac3adec completed April 2, 2026, 12:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69d257f3c59481909b90896be0f3a870 completed April 5, 2026, 12:39 p.m.
NEDg Description generation batch_69d25889b0f08190a28c5401417fe3cc completed April 5, 2026, 12:41 p.m.
NED2 Entity disambiguation (via description) batch_69d25981db3c8190b7b4935cdcc1fe1c completed April 5, 2026, 12:45 p.m.
Created at: March 30, 2026, 8:49 p.m.