Triple

T32544494
Position Surface form Disambiguated ID Type / Status
Subject Never Enough E831802 entity
Predicate sungBy (singing voice in film) P14884 FINISHED
Object Loren Allred
Loren Allred is an American singer and songwriter best known for providing the powerhouse vocals for "Never Enough" in the film *The Greatest Showman*.
 E2118719 NE FINISHED

How this triple was built (3 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: Loren Allred | Statement: [Never Enough, sungBy (singing voice in film), Loren Allred]
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: Loren Allred
Triple: [Never Enough, sungBy (singing voice in film), Loren Allred]
Generated description
Loren Allred is an American singer and songwriter best known for providing the powerhouse vocals for "Never Enough" in the film *The Greatest Showman*.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: sungBy (singing voice in film)
Context triple: [Never Enough, sungBy (singing voice in film), Loren Allred]
  • A. hasSingingVoiceType
    Indicates the specific category or classification of a person's singing voice (such as soprano, tenor, etc.) in relation to that person.
  • B. singsVoiceBy
    Indicates that a singing performance is rendered using a particular voice or vocal part.
  • C. sangSoundtrackFor
    Indicates that one entity performed or recorded the soundtrack music for a work associated with another entity.
  • D. sungByCharacter chosen
    Indicates that a song or musical piece is performed vocally by a specific character.
  • E. sungByRole
    Indicates that a song or musical piece is performed vocally by an entity in a specific role (e.g., lead singer, backing vocalist).
  • F. None of above.

Provenance (6 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_69f34925fd08819084cfe4ec566cb704 completed April 30, 2026, 12:20 p.m.
NER Named-entity recognition batch_69f6c5b7e46081909975b05f7298cc0e completed May 3, 2026, 3:49 a.m.
NED1 Entity disambiguation (via context triple) batch_6a37a88f40448190b6e910f81596eb4e completed June 21, 2026, 9:02 a.m.
NEDg Description generation batch_6a37a98d62b8819086046bca19826e81 completed June 21, 2026, 9:06 a.m.
NED2 Entity disambiguation (via description) batch_6a37ab91a0b8819082315144b591d9a9 completed June 21, 2026, 9:14 a.m.
PD Predicate disambiguation batch_69f6bd2a14b081908162923dfbf0a6f4 completed May 3, 2026, 3:12 a.m.
Created at: May 1, 2026, 1:02 a.m.