Triple

T5018883
Position Surface form Disambiguated ID Type / Status
Subject Laverne Cox E112800 entity
Predicate appearedIn P795 FINISHED
Object TRANSform Me
TRANSform Me is a reality television makeover series that follows transgender women stylists, including Laverne Cox, as they transform participants’ personal style and confidence.
E486678 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: TRANSform Me | Statement: [Laverne Cox, appearedIn, TRANSform Me]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TRANSform Me
Context triple: [Laverne Cox, appearedIn, TRANSform Me]
  • A. A Different Me
    A Different Me is the third studio album by American R&B singer Keyshia Cole, showcasing a more mature, sensual sound and themes of personal growth.
  • B. Quick Change
    Quick Change is a 1990 crime-comedy film co-directed by and starring Bill Murray as a mastermind bank robber whose escape from New York City goes increasingly awry.
  • C. I Am Changing
    "I Am Changing" is a powerful soul ballad from the musical *Dreamgirls*, performed by the character Effie White as she resolves to transform her life and seek redemption.
  • D. Change the World
    "Change the World" is a Grammy-winning soft rock song popularized by Eric Clapton, known for its smooth acoustic style and heartfelt lyrics.
  • E. Another Me
    Another Me is a psychological thriller film about a teenage girl haunted by a mysterious doppelgänger that blurs the line between reality and paranoia.
  • 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: TRANSform Me
Triple: [Laverne Cox, appearedIn, TRANSform Me]
Generated description
TRANSform Me is a reality television makeover series that follows transgender women stylists, including Laverne Cox, as they transform participants’ personal style and confidence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: TRANSform Me
Target entity description: TRANSform Me is a reality television makeover series that follows transgender women stylists, including Laverne Cox, as they transform participants’ personal style and confidence.
  • A. A Different Me
    A Different Me is the third studio album by American R&B singer Keyshia Cole, showcasing a more mature, sensual sound and themes of personal growth.
  • B. Quick Change
    Quick Change is a 1990 crime-comedy film co-directed by and starring Bill Murray as a mastermind bank robber whose escape from New York City goes increasingly awry.
  • C. I Am Changing
    "I Am Changing" is a powerful soul ballad from the musical *Dreamgirls*, performed by the character Effie White as she resolves to transform her life and seek redemption.
  • D. Change the World
    "Change the World" is a Grammy-winning soft rock song popularized by Eric Clapton, known for its smooth acoustic style and heartfelt lyrics.
  • E. Another Me
    Another Me is a psychological thriller film about a teenage girl haunted by a mysterious doppelgänger that blurs the line between reality and paranoia.
  • 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_69bd4435c2f48190be593158cbfcf8a3 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd73415e088190802f9bb283262386 completed March 20, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69be927bdfa481908a5face7b4fd7058 completed March 21, 2026, 12:43 p.m.
NEDg Description generation batch_69be93e00fc08190a0706dd7375020f5 completed March 21, 2026, 12:49 p.m.
NED2 Entity disambiguation (via description) batch_69be94a7e15481908f17feafb593b97b completed March 21, 2026, 12:52 p.m.
Created at: March 20, 2026, 1:35 p.m.