Triple

T2258385
Position Surface form Disambiguated ID Type / Status
Subject J. Cole E49779 entity
Predicate spouse P13 FINISHED
Object Melissa Heholt
Melissa Heholt is an American event planner and philanthropist best known as the wife of rapper J. Cole and the executive director of his Dreamville Foundation.
E250232 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: Melissa Heholt | Statement: [J. Cole, spouse, Melissa Heholt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Melissa Heholt
Context triple: [J. Cole, spouse, Melissa Heholt]
  • A. Beth Johanssen
    Beth Johanssen is a brilliant young NASA systems operator and communications specialist who is part of the Ares 3 crew in Andy Weir’s science fiction novel "The Martian."
  • B. Heidi Hansen
    Heidi Hansen is a central character in the musical "Dear Evan Hansen," portrayed as Evan's hardworking single mother struggling to connect with her son while balancing her demanding job and personal challenges.
  • C. Kate Soffel
    Kate Soffel is the real-life warden’s wife whose illicit romance with a condemned prisoner inspired the 1984 film "Mrs. Soffel."
  • D. Sonja Haraldsen
    Sonja Haraldsen, now Queen Sonja of Norway, is the queen consort of King Harald V and a prominent member of the Norwegian royal family known for her cultural and charitable work.
  • E. Allison Shearmur
    Allison Shearmur was an American film producer known for her work on major franchises including Star Wars, The Hunger Games, and several Disney live-action adaptations.
  • 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: Melissa Heholt
Triple: [J. Cole, spouse, Melissa Heholt]
Generated description
Melissa Heholt is an American event planner and philanthropist best known as the wife of rapper J. Cole and the executive director of his Dreamville Foundation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Melissa Heholt
Target entity description: Melissa Heholt is an American event planner and philanthropist best known as the wife of rapper J. Cole and the executive director of his Dreamville Foundation.
  • A. Beth Johanssen
    Beth Johanssen is a brilliant young NASA systems operator and communications specialist who is part of the Ares 3 crew in Andy Weir’s science fiction novel "The Martian."
  • B. Heidi Hansen
    Heidi Hansen is a central character in the musical "Dear Evan Hansen," portrayed as Evan's hardworking single mother struggling to connect with her son while balancing her demanding job and personal challenges.
  • C. Kate Soffel
    Kate Soffel is the real-life warden’s wife whose illicit romance with a condemned prisoner inspired the 1984 film "Mrs. Soffel."
  • D. Sonja Haraldsen
    Sonja Haraldsen, now Queen Sonja of Norway, is the queen consort of King Harald V and a prominent member of the Norwegian royal family known for her cultural and charitable work.
  • E. Allison Shearmur
    Allison Shearmur was an American film producer known for her work on major franchises including Star Wars, The Hunger Games, and several Disney live-action adaptations.
  • 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_69a88aaa9250819095e127d0d77e8a32 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc15839fc8190b17e040c4c765a8c completed March 7, 2026, 6:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71c8c9b881909b5292110a87301a completed March 9, 2026, 7:07 a.m.
NEDg Description generation batch_69ae7358834c8190a61f6d46dddc7b4c completed March 9, 2026, 7:14 a.m.
NED2 Entity disambiguation (via description) batch_69ae73f1745881908a1015124afa0f7f completed March 9, 2026, 7:17 a.m.
Created at: March 4, 2026, 7:48 p.m.