Triple

T10598371
Position Surface form Disambiguated ID Type / Status
Subject Ed Lover E275676 entity
Predicate birthName P65 FINISHED
Object James Roberts
James Roberts is the birth name of Ed Lover, an American DJ, radio personality, actor, and former Yo! MTV Raps host.
E897581 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: James Roberts | Statement: [Ed Lover, birthName, James Roberts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Roberts
Context triple: [Ed Lover, birthName, James Roberts]
  • A. Jonathan Roberts
    Jonathan Roberts is an American screenwriter best known for co-writing Disney’s animated classic "The Lion King."
  • B. Jonathan Roberts
    Jonathan Roberts is a creator known for his work on the project or character "Scar."
  • C. William Roberts
    William Roberts was an American screenwriter best known for writing the screenplay for the classic Western film "The Magnificent Seven" (1960).
  • D. William Roberts
    William Roberts was a British painter associated with the Vorticist movement, known for his modernist depictions of urban life and wartime scenes.
  • E. Paul Roberts
    Paul Roberts is known primarily as a former husband of acclaimed American actress Ellen Burstyn.
  • 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: James Roberts
Triple: [Ed Lover, birthName, James Roberts]
Generated description
James Roberts is the birth name of Ed Lover, an American DJ, radio personality, actor, and former Yo! MTV Raps host.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Roberts
Target entity description: James Roberts is the birth name of Ed Lover, an American DJ, radio personality, actor, and former Yo! MTV Raps host.
  • A. Jonathan Roberts
    Jonathan Roberts is an American screenwriter best known for co-writing Disney’s animated classic "The Lion King."
  • B. Jonathan Roberts
    Jonathan Roberts is a creator known for his work on the project or character "Scar."
  • C. William Roberts
    William Roberts was an American screenwriter best known for writing the screenplay for the classic Western film "The Magnificent Seven" (1960).
  • D. William Roberts
    William Roberts was a British painter associated with the Vorticist movement, known for his modernist depictions of urban life and wartime scenes.
  • E. Paul Roberts
    Paul Roberts is known primarily as a former husband of acclaimed American actress Ellen Burstyn.
  • 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_69d6aaf948d88190806cc3a8c47a3fb2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d6ded358248190ba9268a51b2805fc completed April 8, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69e343cd76448190b0583cc15005ac9d completed April 18, 2026, 8:41 a.m.
NEDg Description generation batch_69e34fb556648190909c403f5b7709f2 completed April 18, 2026, 9:32 a.m.
NED2 Entity disambiguation (via description) batch_69e358f860f08190bfd10519ff3806aa completed April 18, 2026, 10:12 a.m.
Created at: April 8, 2026, 7:28 p.m.