Triple

T5131176
Position Surface form Disambiguated ID Type / Status
Subject Toni Braxton E115702 entity
Predicate notableWork P4 FINISHED
Object The Heat (album)
The Heat is a Grammy-winning R&B album by American singer Toni Braxton, noted for its sultry production and hit singles like "He Wasn't Man Enough."
 E496233 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: The Heat (album) | Statement: [Toni Braxton, notableWork, The Heat (album)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Heat (album)
Context triple: [Toni Braxton, notableWork, The Heat (album)]
  • A. HEAT
    HEAT is the ICAO airport code assigned to Assiut Airport in Egypt.
  • B. The Heat Is On
    The Heat Is On is a 1975 funk and soul album by The Isley Brothers that became one of their most successful and influential releases.
  • C. Heat of the Moment
    "Heat of the Moment" is a 1982 hit rock song by the British supergroup Asia, known for its catchy chorus and prominent use of synthesizers and guitar.
  • D. Body Heat
    Body Heat is a 1981 neo-noir erotic thriller film, written and directed by Lawrence Kasdan, about a small-town lawyer drawn into a deadly affair and murder plot.
  • E. My Heat Goes Boom
    "My Heat Goes Boom" is a track by Snoop Dogg from his 1999 West Coast hip hop album "No Limit Top Dogg."
  • 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: The Heat (album)
Triple: [Toni Braxton, notableWork, The Heat (album)]
Generated description
The Heat is a Grammy-winning R&B album by American singer Toni Braxton, noted for its sultry production and hit singles like "He Wasn't Man Enough."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Heat (album)
Target entity description: The Heat is a Grammy-winning R&B album by American singer Toni Braxton, noted for its sultry production and hit singles like "He Wasn't Man Enough."
  • A. HEAT
    HEAT is the ICAO airport code assigned to Assiut Airport in Egypt.
  • B. The Heat Is On
    The Heat Is On is a 1975 funk and soul album by The Isley Brothers that became one of their most successful and influential releases.
  • C. Heat of the Moment
    "Heat of the Moment" is a 1982 hit rock song by the British supergroup Asia, known for its catchy chorus and prominent use of synthesizers and guitar.
  • D. Body Heat
    Body Heat is a 1981 neo-noir erotic thriller film, written and directed by Lawrence Kasdan, about a small-town lawyer drawn into a deadly affair and murder plot.
  • E. My Heat Goes Boom
    "My Heat Goes Boom" is a track by Snoop Dogg from his 1999 West Coast hip hop album "No Limit Top Dogg."
  • 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_69bd444426bc819099ccd23f141e22aa completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd782904788190b544540483915c0e completed March 20, 2026, 4:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69bec4c626a48190b2fd81b88b5a59cc completed March 21, 2026, 4:18 p.m.
NEDg Description generation batch_69bec6728eac81908b795a7ce55f40b2 completed March 21, 2026, 4:25 p.m.
NED2 Entity disambiguation (via description) batch_69bec7895aac81908dd6388c05abb75e completed March 21, 2026, 4:30 p.m.
Created at: March 20, 2026, 1:42 p.m.