Triple
T8116178
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Please |
E189479
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Nicholas Froome
Nicholas Froome is a music producer known for his work on the song "Please."
|
E713003
|
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: Nicholas Froome | Statement: [Please, producer, Nicholas Froome]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nicholas Froome Context triple: [Please, producer, Nicholas Froome]
-
A.
Bradley Wiggins
Bradley Wiggins is a British former professional cyclist renowned for winning the Tour de France and multiple Olympic gold medals, and for his versatility on both track and road.
-
B.
Richie Porte
Richie Porte is an Australian professional road cyclist renowned as a top stage-race specialist, particularly in week-long WorldTour events.
-
C.
Sean Canning
Sean Canning is a notable individual who shares the Canning surname, recognized for achievements that distinguish him among others with that name.
-
D.
Scott Armstrong
Scott Armstrong is an American journalist and author known for his investigative reporting and coauthoring influential books on U.S. government and the Supreme Court.
-
E.
Tony Magee
Tony Magee is an American entrepreneur best known as the founder of Lagunitas Brewing Company, a prominent craft brewery.
- 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: Nicholas Froome Triple: [Please, producer, Nicholas Froome]
Generated description
Nicholas Froome is a music producer known for his work on the song "Please."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nicholas Froome Target entity description: Nicholas Froome is a music producer known for his work on the song "Please."
-
A.
Bradley Wiggins
Bradley Wiggins is a British former professional cyclist renowned for winning the Tour de France and multiple Olympic gold medals, and for his versatility on both track and road.
-
B.
Richie Porte
Richie Porte is an Australian professional road cyclist renowned as a top stage-race specialist, particularly in week-long WorldTour events.
-
C.
Sean Canning
Sean Canning is a notable individual who shares the Canning surname, recognized for achievements that distinguish him among others with that name.
-
D.
Scott Armstrong
Scott Armstrong is an American journalist and author known for his investigative reporting and coauthoring influential books on U.S. government and the Supreme Court.
-
E.
Tony Magee
Tony Magee is an American entrepreneur best known as the founder of Lagunitas Brewing Company, a prominent craft brewery.
- 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_69ca82baad008190ab2859712b9b1607 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb43320bf881909f97a235451bb3a4 |
completed | March 31, 2026, 3:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc944439488190b95788e3a77ee732 |
completed | April 1, 2026, 3:43 a.m. |
| NEDg | Description generation | batch_69cc95bfb2b08190ae4bbf8fdde3165d |
completed | April 1, 2026, 3:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc977c9bf4819081c4df682e4cdf1e |
completed | April 1, 2026, 3:56 a.m. |
Created at: March 30, 2026, 5:33 p.m.