Triple

T12297575
Position Surface form Disambiguated ID Type / Status
Subject Nightshift E293126 entity
Predicate writer P1360 FINISHED
Object Dennis Lambert
Dennis Lambert is an American songwriter and record producer known for crafting numerous pop and R&B hits from the 1960s onward.
 E977179 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: Dennis Lambert | Statement: [Nightshift, writer, Dennis Lambert]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dennis Lambert
Context triple: [Nightshift, writer, Dennis Lambert]
  • A. Graham Gouldman
    Graham Gouldman is an English singer, songwriter, and musician best known as a founding member of the art-pop band 10cc and for writing numerous hit songs for British Invasion groups in the 1960s.
  • B. Roy Lunn
    Roy Lunn is a character portrayed by actor JJ Feild, likely within a film or television production.
  • C. Keith Dorrington
    Keith Dorrington is a screenwriter best known for co-writing the Academy Award–nominated sports drama film "The Fighter."
  • D. Errol Christie
    Errol Christie was a British professional boxer and former amateur champion known for captaining the English amateur boxing team and competing as a middleweight in the 1980s.
  • E. Roy Marples
    Roy Marples is a software engineer best known for his work on the OpenRC init system and various networking tools in the Linux and BSD ecosystems.
  • 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: Dennis Lambert
Triple: [Nightshift, writer, Dennis Lambert]
Generated description
Dennis Lambert is an American songwriter and record producer known for crafting numerous pop and R&B hits from the 1960s onward.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dennis Lambert
Target entity description: Dennis Lambert is an American songwriter and record producer known for crafting numerous pop and R&B hits from the 1960s onward.
  • A. Graham Gouldman
    Graham Gouldman is an English singer, songwriter, and musician best known as a founding member of the art-pop band 10cc and for writing numerous hit songs for British Invasion groups in the 1960s.
  • B. Roy Lunn
    Roy Lunn is a character portrayed by actor JJ Feild, likely within a film or television production.
  • C. Keith Dorrington
    Keith Dorrington is a screenwriter best known for co-writing the Academy Award–nominated sports drama film "The Fighter."
  • D. Errol Christie
    Errol Christie was a British professional boxer and former amateur champion known for captaining the English amateur boxing team and competing as a middleweight in the 1980s.
  • E. Roy Marples
    Roy Marples is a software engineer best known for his work on the OpenRC init system and various networking tools in the Linux and BSD ecosystems.
  • 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_69d6ab690ad081908c0ed3870ec82d53 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93ed903808190b7ed90e0db3d7586 completed April 10, 2026, 6:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62a9b8ef88190bce122f1b1800cd4 completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62c54e6b08190bdae0ec35cc1c48d completed May 2, 2026, 4:54 p.m.
NED2 Entity disambiguation (via description) batch_69f62d07d3148190a45542c8d43a7077 completed May 2, 2026, 4:57 p.m.
Created at: April 8, 2026, 9:52 p.m.