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.