Triple

T17214391
Position Surface form Disambiguated ID Type / Status
Subject Beorn E417814 entity
Predicate title P38 FINISHED
Object skin-changer
A skin-changer is a being in Tolkien's Middle-earth legendarium who can transform between human and animal forms, exemplified by the character Beorn.
E1257873 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: skin-changer | Statement: [Beorn, title, skin-changer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: skin-changer
Context triple: [Beorn, title, skin-changer]
  • A. Hair Body Face
    "Hair Body Face" is a pop song performed by Lady Gaga from the soundtrack of the 2018 film *A Star Is Born*.
  • B. Flesh Tone
    Flesh Tone is a 2010 dance-pop and electronic album by American singer Kelis that marked a stylistic shift toward club-oriented, upbeat production.
  • C. Cambio de piel
    Cambio de piel is a 1967 experimental novel by Mexican writer Carlos Fuentes that explores identity, history, and political memory through a fragmented, metafictional narrative.
  • D. Skinned
    Skinned is a song featured on the compilation album "Classic Masters."
  • E. MinervaNeue skin
    MinervaNeue skin is a responsive, mobile-optimized interface for MediaWiki, best known as the default skin used by Wikipedia’s mobile site.
  • 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: skin-changer
Triple: [Beorn, title, skin-changer]
Generated description
A skin-changer is a being in Tolkien's Middle-earth legendarium who can transform between human and animal forms, exemplified by the character Beorn.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: skin-changer
Target entity description: A skin-changer is a being in Tolkien's Middle-earth legendarium who can transform between human and animal forms, exemplified by the character Beorn.
  • A. Hair Body Face
    "Hair Body Face" is a pop song performed by Lady Gaga from the soundtrack of the 2018 film *A Star Is Born*.
  • B. Flesh Tone
    Flesh Tone is a 2010 dance-pop and electronic album by American singer Kelis that marked a stylistic shift toward club-oriented, upbeat production.
  • C. Cambio de piel
    Cambio de piel is a 1967 experimental novel by Mexican writer Carlos Fuentes that explores identity, history, and political memory through a fragmented, metafictional narrative.
  • D. Skinned
    Skinned is a song featured on the compilation album "Classic Masters."
  • E. MinervaNeue skin
    MinervaNeue skin is a responsive, mobile-optimized interface for MediaWiki, best known as the default skin used by Wikipedia’s mobile site.
  • 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_69d886d779488190b131369541c04e7d completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42dc8d3e88190a89bee6b75392360 completed April 19, 2026, 1:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a016751a5788190a385774d1ff002d0 completed May 11, 2026, 5:21 a.m.
NEDg Description generation batch_6a016846e8248190b9209bb344396bfa completed May 11, 2026, 5:25 a.m.
NED2 Entity disambiguation (via description) batch_6a0168b535a88190b8c84c76871ae2fe completed May 11, 2026, 5:27 a.m.
Created at: April 10, 2026, 5:38 a.m.