Triple
T16527169
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Crookers |
E401470
|
entity |
| Predicate | collaboratedWith |
P435
|
FINISHED |
| Object |
Kelvin Swaby
Kelvin Swaby is a British singer and frontman best known as the lead vocalist of the rock band The Heavy.
|
E1218106
|
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: Kelvin Swaby | Statement: [Crookers, collaboratedWith, Kelvin Swaby]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kelvin Swaby Context triple: [Crookers, collaboratedWith, Kelvin Swaby]
-
A.
Keith Moseley
Keith Moseley is an American bassist best known as a founding member of the jam band The String Cheese Incident.
-
B.
Lance Briggs
Lance Briggs is a former NFL linebacker best known for his long, Pro Bowl–caliber career with the Chicago Bears.
-
C.
Justin M. Bibb
Justin M. Bibb is an American politician and attorney serving as the mayor of Cleveland, Ohio, known for his focus on urban revitalization and police reform.
-
D.
Sherrod Martin
Sherrod Martin is a former American football safety who played in the NFL, most notably for the Carolina Panthers.
-
E.
Reshon Edwards
Reshon Edwards is a member of the 1990s American R&B group 4 the Cause, known for their hit cover of "Stand by 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: Kelvin Swaby Triple: [Crookers, collaboratedWith, Kelvin Swaby]
Generated description
Kelvin Swaby is a British singer and frontman best known as the lead vocalist of the rock band The Heavy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kelvin Swaby Target entity description: Kelvin Swaby is a British singer and frontman best known as the lead vocalist of the rock band The Heavy.
-
A.
Keith Moseley
Keith Moseley is an American bassist best known as a founding member of the jam band The String Cheese Incident.
-
B.
Lance Briggs
Lance Briggs is a former NFL linebacker best known for his long, Pro Bowl–caliber career with the Chicago Bears.
-
C.
Justin M. Bibb
Justin M. Bibb is an American politician and attorney serving as the mayor of Cleveland, Ohio, known for his focus on urban revitalization and police reform.
-
D.
Sherrod Martin
Sherrod Martin is a former American football safety who played in the NFL, most notably for the Carolina Panthers.
-
E.
Reshon Edwards
Reshon Edwards is a member of the 1990s American R&B group 4 the Cause, known for their hit cover of "Stand by 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_69d883838abc8190bc79cb2d41733ce2 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e32ed4b8a08190b5f179fc583001a6 |
completed | April 18, 2026, 7:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00608d36dc8190a094fa4513147c85 |
completed | May 10, 2026, 10:40 a.m. |
| NEDg | Description generation | batch_6a0061a6e1e88190a5efe0430db0bd9b |
completed | May 10, 2026, 10:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00627908988190803707069872e4c5 |
completed | May 10, 2026, 10:48 a.m. |
Created at: April 10, 2026, 5:14 a.m.