Triple

T3147677
Position Surface form Disambiguated ID Type / Status
Subject E! E65801 entity
Predicate notableProgram P4 FINISHED
Object Botched
Botched is a reality television series that follows plastic surgeons as they attempt to correct extreme and problematic cosmetic surgery procedures.
 E331106 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: Botched | Statement: [E!, notableProgram, Botched]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Botched
Context triple: [E!, notableProgram, Botched]
  • A. World Gone Wrong
    World Gone Wrong is a 1993 Bob Dylan album consisting primarily of acoustic performances of traditional folk and blues songs, noted for its stark, stripped-down sound.
  • B. Bastard
    Bastard is Tyler, the Creator’s dark, lo-fi debut mixtape that introduced his provocative, emotionally raw style and helped launch the Odd Future collective into prominence.
  • C. Blow Out
    Blow Out is a 1981 neo-noir political thriller film directed by Brian De Palma, known for its suspenseful blend of conspiracy, sound design, and psychological tension.
  • D. Misfit
    Misfit is a wearable technology and fitness-tracking brand known for its minimalist activity trackers and smartwatches.
  • E. Troublemaker
    Troublemaker is a card in the Uno game that typically introduces disruptive or challenging effects to alter normal gameplay.
  • 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: Botched
Triple: [E!, notableProgram, Botched]
Generated description
Botched is a reality television series that follows plastic surgeons as they attempt to correct extreme and problematic cosmetic surgery procedures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Botched
Target entity description: Botched is a reality television series that follows plastic surgeons as they attempt to correct extreme and problematic cosmetic surgery procedures.
  • A. World Gone Wrong
    World Gone Wrong is a 1993 Bob Dylan album consisting primarily of acoustic performances of traditional folk and blues songs, noted for its stark, stripped-down sound.
  • B. Bastard
    Bastard is Tyler, the Creator’s dark, lo-fi debut mixtape that introduced his provocative, emotionally raw style and helped launch the Odd Future collective into prominence.
  • C. Blow Out
    Blow Out is a 1981 neo-noir political thriller film directed by Brian De Palma, known for its suspenseful blend of conspiracy, sound design, and psychological tension.
  • D. Misfit
    Misfit is a wearable technology and fitness-tracking brand known for its minimalist activity trackers and smartwatches.
  • E. Troublemaker
    Troublemaker is a card in the Uno game that typically introduces disruptive or challenging effects to alter normal gameplay.
  • 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_69ad8584485081909ed529e890cadc4a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada59a54188190a2e020fd4004d734 completed March 8, 2026, 4:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69b224f53bbc81908416272cd48af69e completed March 12, 2026, 2:29 a.m.
NEDg Description generation batch_69b225896c4c81909e875a2d357e7bc5 completed March 12, 2026, 2:31 a.m.
NED2 Entity disambiguation (via description) batch_69b225fef06081908dcd8201def1ad95 completed March 12, 2026, 2:33 a.m.
Created at: March 8, 2026, 3:05 p.m.