Triple

T14660533
Position Surface form Disambiguated ID Type / Status
Subject Heart Attack (song) E344223 entity
Predicate writer P1360 FINISHED
Object Nikki Williams
Nikki Williams is a South African-born singer-songwriter known for co-writing the hit pop song "Heart Attack" performed by Demi Lovato.
E1124832 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: Nikki Williams | Statement: [Heart Attack (song), writer, Nikki Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nikki Williams
Context triple: [Heart Attack (song), writer, Nikki Williams]
  • A. Nikki Alexander
    Nikki Alexander is a central forensic pathologist character in the British crime drama television series "Silent Witness."
  • B. Nikki Butler
    Nikki Butler is an American fashion designer best known for her long-term marriage to English actor Tim Roth.
  • C. Melika Williams
    Melika Williams is the mother of Landon Brown, the son of singer Bobby Brown.
  • D. Nikki Jones
    Nikki Jones is the ambitious young protagonist navigating the early 1990s New York hip-hop industry in the television drama series "The Breaks."
  • E. Nikki Sapp
    Nikki Sapp is an American former Miami Heat dancer, art gallery director, and podcast host best known as the wife of NBA coach Erik Spoelstra.
  • 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: Nikki Williams
Triple: [Heart Attack (song), writer, Nikki Williams]
Generated description
Nikki Williams is a South African-born singer-songwriter known for co-writing the hit pop song "Heart Attack" performed by Demi Lovato.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nikki Williams
Target entity description: Nikki Williams is a South African-born singer-songwriter known for co-writing the hit pop song "Heart Attack" performed by Demi Lovato.
  • A. Nikki Alexander
    Nikki Alexander is a central forensic pathologist character in the British crime drama television series "Silent Witness."
  • B. Nikki Butler
    Nikki Butler is an American fashion designer best known for her long-term marriage to English actor Tim Roth.
  • C. Melika Williams
    Melika Williams is the mother of Landon Brown, the son of singer Bobby Brown.
  • D. Nikki Jones
    Nikki Jones is the ambitious young protagonist navigating the early 1990s New York hip-hop industry in the television drama series "The Breaks."
  • E. Nikki Sapp
    Nikki Sapp is an American former Miami Heat dancer, art gallery director, and podcast host best known as the wife of NBA coach Erik Spoelstra.
  • 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_69d822e283fc8190a0e4c235cf880052 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb51c84448190a1f5fa9ab8a1e2c4 completed April 14, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe6b40633481909882645f73d3e2c6 completed May 8, 2026, 11:01 p.m.
NEDg Description generation batch_69fe6c8d134c8190a2d9b85f0b9aadd8 completed May 8, 2026, 11:06 p.m.
NED2 Entity disambiguation (via description) batch_69fe6dc30ee48190824b137237bd6312 completed May 8, 2026, 11:12 p.m.
Created at: April 10, 2026, 1:27 a.m.