Triple

T9556437
Position Surface form Disambiguated ID Type / Status
Subject Madeleine George E230550 entity
Predicate notableWork P4 FINISHED
Object Looks
"Looks" is a young adult novel by Madeleine George that explores themes of body image, bullying, and friendship through the intersecting lives of two marginalized high school girls.
 E806761 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: Looks | Statement: [Madeleine George, notableWork, Looks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Looks
Context triple: [Madeleine George, notableWork, Looks]
  • A. Look
    "Look" is a critically acclaimed album by American musician and producer Blake Mills, noted for its experimental guitar work and innovative soundscapes.
  • B. Look
    Look is a French cycling brand best known for pioneering clipless pedals and innovative carbon fiber bicycle frames used by professional racing teams.
  • C. Looking
    Looking is an HBO comedy-drama television series that follows the lives and relationships of a group of gay friends living in San Francisco.
  • D. Best Look
    Best Look is a style-focused award category at the MTV Europe Music Awards that recognizes the artist with the most notable fashion and visual presentation.
  • E. Looks Like Sex
    "Looks Like Sex" is a pop and R&B-influenced song by American singer-songwriter Mike Posner, known for its provocative lyrics and smooth, electronic production.
  • 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: Looks
Triple: [Madeleine George, notableWork, Looks]
Generated description
"Looks" is a young adult novel by Madeleine George that explores themes of body image, bullying, and friendship through the intersecting lives of two marginalized high school girls.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Looks
Target entity description: "Looks" is a young adult novel by Madeleine George that explores themes of body image, bullying, and friendship through the intersecting lives of two marginalized high school girls.
  • A. Look
    "Look" is a critically acclaimed album by American musician and producer Blake Mills, noted for its experimental guitar work and innovative soundscapes.
  • B. Look
    Look is a French cycling brand best known for pioneering clipless pedals and innovative carbon fiber bicycle frames used by professional racing teams.
  • C. Looking
    Looking is an HBO comedy-drama television series that follows the lives and relationships of a group of gay friends living in San Francisco.
  • D. Best Look
    Best Look is a style-focused award category at the MTV Europe Music Awards that recognizes the artist with the most notable fashion and visual presentation.
  • E. Looks Like Sex
    "Looks Like Sex" is a pop and R&B-influenced song by American singer-songwriter Mike Posner, known for its provocative lyrics and smooth, electronic production.
  • 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_69ca847d3be8819099c9dad2a7e786f1 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9946c7b8819082f3a4ec4fc979e6 completed April 1, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69d152913df0819089ec9656dcdc9fa1 completed April 4, 2026, 6:04 p.m.
NEDg Description generation batch_69d153c26b8481908298b32918666562 completed April 4, 2026, 6:09 p.m.
NED2 Entity disambiguation (via description) batch_69d15445e7a88190accd19c53a6170bb completed April 4, 2026, 6:11 p.m.
Created at: March 30, 2026, 8:03 p.m.