Triple
T16678948
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Crystal Ball |
E405287
|
entity |
| Predicate | performerDrummer |
P123791
|
FINISHED |
| Object | Richard Hughes |
E405304
|
NE FINISHED |
How this triple was built (3 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: Richard Hughes | Statement: [Crystal Ball, performerDrummer, Richard Hughes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Richard Hughes Context triple: [Crystal Ball, performerDrummer, Richard Hughes]
-
A.
Richard Hughes
Richard Hughes is a British economist and civil servant who serves as the head of the UK's independent fiscal watchdog, overseeing analysis of the government's public finances and economic forecasts.
-
B.
Richard Hughes
chosen
Richard Hughes is an English drummer best known as a founding member of the alternative rock band Keane.
-
C.
Richard Hughes
Richard Hughes is a songwriter best known for co-writing the hit song "Somewhere Only We Know."
-
D.
Richard Hughes
Richard Hughes is a British writer best known for his novel "A High Wind in Jamaica" and other works of 20th-century fiction.
-
E.
G. L. Sutcliffe
G. L. Sutcliffe was an architect associated with the early development of Hampstead Garden Suburb, a pioneering English garden suburb in north London.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: performerDrummer Context triple: [Crystal Ball, performerDrummer, Richard Hughes]
-
A.
drummerOn
chosen
Indicates that one entity serves as the drummer or percussion performer for another entity, such as a band, ensemble, or musical project.
-
B.
hasDrummer
Indicates that one entity serves as the drummer for, or plays drums in, another entity such as a band or musical group.
-
C.
drumPerformanceBy
Indicates that a drum performance is executed or carried out by a specified agent or performer.
-
D.
hasDrummerWithNickname
Indicates that an entity has a drummer who is known or referred to by a specific nickname.
-
E.
bandLeader
Indicates that one entity serves as the leader or primary directing figure of a musical band that includes the other entity.
- F. None of above.
Provenance (4 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_69d8838c28748190b3f5967c743940ab |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37d6db3488190b56e13ddb69ef8f1 |
completed | April 18, 2026, 12:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0123257b908190819986393cb35748 |
completed | May 11, 2026, 12:30 a.m. |
| PD | Predicate disambiguation | batch_69e319bc73908190a0e38bc926b31f10 |
completed | April 18, 2026, 5:42 a.m. |
Created at: April 10, 2026, 5:19 a.m.