Triple

T4363283
Position Surface form Disambiguated ID Type / Status
Subject Robbie Williams E98710 entity
Predicate associatedAct P37 FINISHED
Object Guy Chambers
Guy Chambers is a British songwriter, musician, and producer best known for co-writing many of Robbie Williams' biggest hits.
E434452 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: Guy Chambers | Statement: [Robbie Williams, associatedAct, Guy Chambers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Guy Chambers
Context triple: [Robbie Williams, associatedAct, Guy Chambers]
  • A. Jake Chambers
    Jake Chambers is a pivotal young boy with psychic abilities who becomes one of Roland Deschain’s closest companions on the quest for the Dark Tower.
  • B. Quentin Jacobsen
    Quentin Jacobsen is the introspective teenage protagonist of John Green’s novel "Paper Towns," whose search for his enigmatic neighbor Margo Roth Spiegelman drives the story’s coming-of-age journey.
  • C. Lucas Beauchamp
    Lucas Beauchamp is a proud, defiant Black farmer and central character in William Faulkner’s fiction, most notably in the novel "Go Down, Moses."
  • D. Jack Chambers
    Jack Chambers is a central character in the psychological thriller film "Don't Worry Darling," portrayed as a seemingly devoted husband whose true motives and involvement in a disturbing, controlled reality are gradually revealed.
  • E. Sebastian Henshaw
    Sebastian Henshaw is a suave and skilled British intelligence agent who becomes entangled in a chaotic international espionage adventure in the action-comedy film "The Spy Who Dumped Me."
  • 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: Guy Chambers
Triple: [Robbie Williams, associatedAct, Guy Chambers]
Generated description
Guy Chambers is a British songwriter, musician, and producer best known for co-writing many of Robbie Williams' biggest hits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Guy Chambers
Target entity description: Guy Chambers is a British songwriter, musician, and producer best known for co-writing many of Robbie Williams' biggest hits.
  • A. Jake Chambers
    Jake Chambers is a pivotal young boy with psychic abilities who becomes one of Roland Deschain’s closest companions on the quest for the Dark Tower.
  • B. Quentin Jacobsen
    Quentin Jacobsen is the introspective teenage protagonist of John Green’s novel "Paper Towns," whose search for his enigmatic neighbor Margo Roth Spiegelman drives the story’s coming-of-age journey.
  • C. Lucas Beauchamp
    Lucas Beauchamp is a proud, defiant Black farmer and central character in William Faulkner’s fiction, most notably in the novel "Go Down, Moses."
  • D. Jack Chambers
    Jack Chambers is a central character in the psychological thriller film "Don't Worry Darling," portrayed as a seemingly devoted husband whose true motives and involvement in a disturbing, controlled reality are gradually revealed.
  • E. Sebastian Henshaw
    Sebastian Henshaw is a suave and skilled British intelligence agent who becomes entangled in a chaotic international espionage adventure in the action-comedy film "The Spy Who Dumped Me."
  • 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_69b3454c772081908e20173e379e8ebe completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b351e70a748190af6f1b709a0e75e6 completed March 12, 2026, 11:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5dbc68534819095ce62645ca79eff completed March 14, 2026, 10:05 p.m.
NEDg Description generation batch_69b5df8336e881908c875b8411c2fe4d completed March 14, 2026, 10:21 p.m.
NED2 Entity disambiguation (via description) batch_69b5e0ded0288190b615364e9ae10821 completed March 14, 2026, 10:27 p.m.
Created at: March 12, 2026, 11:16 p.m.