Triple

T14523789
Position Surface form Disambiguated ID Type / Status
Subject Heart Don't Lie E340718 entity
Predicate producer P490 FINISHED
Object Amir Bayyan
Amir Bayyan is an American musician and record producer best known for his work with the funk band Kool & the Gang and for producing various R&B and pop projects in the 1980s.
E1104546 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: Amir Bayyan | Statement: [Heart Don't Lie, producer, Amir Bayyan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amir Bayyan
Context triple: [Heart Don't Lie, producer, Amir Bayyan]
  • A. Yasir Hamoudi
    Yasir Hamoudi is a central character in the Canadian television sitcom "Little Mosque on the Prairie," known as the well-meaning but often beleaguered contractor and community leader.
  • B. Nabil Shaath
    Nabil Shaath is a prominent Palestinian politician and diplomat who has held senior roles in the Palestinian Authority, including as foreign minister and negotiator in peace talks with Israel.
  • C. Mansour Khalid
    Mansour Khalid was a prominent Sudanese politician, diplomat, and intellectual who served in senior government positions and played a key role in Sudan’s modern political history.
  • D. Abdullah Ensour
    Abdullah Ensour is a Jordanian economist and politician who served as the country's prime minister in the 2010s.
  • E. Ali Suliman
    Ali Suliman is a Palestinian actor known for his roles in international films and television series, often portraying complex characters in political and war-themed dramas.
  • 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: Amir Bayyan
Triple: [Heart Don't Lie, producer, Amir Bayyan]
Generated description
Amir Bayyan is an American musician and record producer best known for his work with the funk band Kool & the Gang and for producing various R&B and pop projects in the 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amir Bayyan
Target entity description: Amir Bayyan is an American musician and record producer best known for his work with the funk band Kool & the Gang and for producing various R&B and pop projects in the 1980s.
  • A. Yasir Hamoudi
    Yasir Hamoudi is a central character in the Canadian television sitcom "Little Mosque on the Prairie," known as the well-meaning but often beleaguered contractor and community leader.
  • B. Nabil Shaath
    Nabil Shaath is a prominent Palestinian politician and diplomat who has held senior roles in the Palestinian Authority, including as foreign minister and negotiator in peace talks with Israel.
  • C. Mansour Khalid
    Mansour Khalid was a prominent Sudanese politician, diplomat, and intellectual who served in senior government positions and played a key role in Sudan’s modern political history.
  • D. Abdullah Ensour
    Abdullah Ensour is a Jordanian economist and politician who served as the country's prime minister in the 2010s.
  • E. Ali Suliman
    Ali Suliman is a Palestinian actor known for his roles in international films and television series, often portraying complex characters in political and war-themed dramas.
  • 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_69d822dac79c8190a84a073f3cbaced5 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dea04f16f88190ba357b0f8021b46b completed April 14, 2026, 8:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd7a50324481909713bbf68295e839 completed May 8, 2026, 5:53 a.m.
NEDg Description generation batch_69fd7c52e0bc8190b8c4b270653e65df completed May 8, 2026, 6:01 a.m.
NED2 Entity disambiguation (via description) batch_69fd7cf3088c8190a3bf53c9599f0304 completed May 8, 2026, 6:04 a.m.
Created at: April 10, 2026, 1:22 a.m.