Triple

T17172719
Position Surface form Disambiguated ID Type / Status
Subject Joi E416776 entity
Predicate alsoKnownAs P39 FINISHED
Object Joi Gilliam Munch
Joi Gilliam Munch, known professionally as Joi, is an American singer-songwriter and pioneering figure in alternative R&B and neo-soul.
E1253349 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: Joi Gilliam Munch | Statement: [Joi, alsoKnownAs, Joi Gilliam Munch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joi Gilliam Munch
Context triple: [Joi, alsoKnownAs, Joi Gilliam Munch]
  • A. Gabriel Holmes
    Gabriel Holmes was an early 19th-century American politician who served as governor of North Carolina.
  • B. Paul Griffin
    Paul Griffin was an American session keyboardist renowned for his soulful, inventive playing on landmark recordings by artists such as Bob Dylan, Steely Dan, and countless others.
  • C. Michael Blanke
    Michael Blanke is an individual notable enough to be specifically referenced as a bearer of the surname Blanke.
  • D. Jake Moriarty
    Jake Moriarty is a central character in the romantic comedy-drama film "Murphy's Romance," serving as the ex-husband whose presence complicates the developing relationship between the main protagonists.
  • E. Frank S. Black
    Frank S. Black was a Republican politician who served as the 32nd governor of New York from 1897 to 1898.
  • 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: Joi Gilliam Munch
Triple: [Joi, alsoKnownAs, Joi Gilliam Munch]
Generated description
Joi Gilliam Munch, known professionally as Joi, is an American singer-songwriter and pioneering figure in alternative R&B and neo-soul.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joi Gilliam Munch
Target entity description: Joi Gilliam Munch, known professionally as Joi, is an American singer-songwriter and pioneering figure in alternative R&B and neo-soul.
  • A. Gabriel Holmes
    Gabriel Holmes was an early 19th-century American politician who served as governor of North Carolina.
  • B. Paul Griffin
    Paul Griffin was an American session keyboardist renowned for his soulful, inventive playing on landmark recordings by artists such as Bob Dylan, Steely Dan, and countless others.
  • C. Michael Blanke
    Michael Blanke is an individual notable enough to be specifically referenced as a bearer of the surname Blanke.
  • D. Jake Moriarty
    Jake Moriarty is a central character in the romantic comedy-drama film "Murphy's Romance," serving as the ex-husband whose presence complicates the developing relationship between the main protagonists.
  • E. Frank S. Black
    Frank S. Black was a Republican politician who served as the 32nd governor of New York from 1897 to 1898.
  • 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_69d886d5f34c8190b24564dfaa63f3fb completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3fc0ac22481909e992bb3a6ba36ad completed April 18, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0148415c788190a4248b097f323d03 completed May 11, 2026, 3:08 a.m.
NEDg Description generation batch_6a0148efb45081908734c785d8fb833a completed May 11, 2026, 3:11 a.m.
NED2 Entity disambiguation (via description) batch_6a01495631588190a0670ca71dee7b36 completed May 11, 2026, 3:13 a.m.
Created at: April 10, 2026, 5:37 a.m.