Triple

T22607900
Position Surface form Disambiguated ID Type / Status
Subject Sharon Raydor E566609 entity
Predicate hasColleague P398 FINISHED
Object Michael Tao
Michael Tao is a fictional LAPD detective and tech-savvy investigator featured in the television series "The Closer" and its spin-off "Major Crimes."
 E1545925 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 Tao | Statement: [Sharon Raydor, hasColleague, Michael Tao]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael Tao
Context triple: [Sharon Raydor, hasColleague, Michael Tao]
  • A. Louis Wu
    Louis Wu is a central human protagonist in Larry Niven’s Known Space science fiction series, best known for his role in the novel "Ringworld."
  • B. Richard Cheng
    Richard Cheng is a character in the "Crazy Rich Asians" universe, known as the wealthy, old-money uncle of Nick Young.
  • C. Jeff Wu
    Jeff Wu is a machine learning researcher known for his work on large language models, including co-authoring the original GPT-2 paper at OpenAI.
  • D. Winston Chao
    Winston Chao is a Taiwanese actor best known internationally for his leading role in Ang Lee’s film "The Wedding Banquet" and for portraying historical figure Sun Yat-sen in multiple Chinese-language productions.
  • E. James Tien
    James Tien is a Hong Kong actor best known for his supporting roles in classic martial arts films alongside stars like Bruce Lee and Jackie Chan.
  • 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 Tao
Triple: [Sharon Raydor, hasColleague, Michael Tao]
Generated description
Michael Tao is a fictional LAPD detective and tech-savvy investigator featured in the television series "The Closer" and its spin-off "Major Crimes."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael Tao
Target entity description: Michael Tao is a fictional LAPD detective and tech-savvy investigator featured in the television series "The Closer" and its spin-off "Major Crimes."
  • A. Louis Wu
    Louis Wu is a central human protagonist in Larry Niven’s Known Space science fiction series, best known for his role in the novel "Ringworld."
  • B. Richard Cheng
    Richard Cheng is a character in the "Crazy Rich Asians" universe, known as the wealthy, old-money uncle of Nick Young.
  • C. Jeff Wu
    Jeff Wu is a machine learning researcher known for his work on large language models, including co-authoring the original GPT-2 paper at OpenAI.
  • D. Winston Chao
    Winston Chao is a Taiwanese actor best known internationally for his leading role in Ang Lee’s film "The Wedding Banquet" and for portraying historical figure Sun Yat-sen in multiple Chinese-language productions.
  • E. James Tien
    James Tien is a Hong Kong actor best known for his supporting roles in classic martial arts films alongside stars like Bruce Lee and Jackie Chan.
  • 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_69e245884860819081046ce07d5872c4 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f167e75658819089153eab7563540c completed April 29, 2026, 2:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b4df957fc8190a4bb951dde3765a4 completed May 18, 2026, 5:35 p.m.
NEDg Description generation batch_6a0b50387eb08190ac727f02113aabfe completed May 18, 2026, 5:45 p.m.
NED2 Entity disambiguation (via description) batch_6a0b5081eff08190b4d626bf7469e50c completed May 18, 2026, 5:46 p.m.
Created at: April 17, 2026, 2:55 p.m.