Triple
T9900757
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Justin Chambers |
E182273
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Keisha Chambers
Keisha Chambers is the wife of actor and former model Justin Chambers, known for maintaining a private life largely outside the entertainment spotlight.
|
E838777
|
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: Keisha Chambers | Statement: [Justin Chambers, spouse, Keisha Chambers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Keisha Chambers Context triple: [Justin Chambers, spouse, Keisha Chambers]
-
A.
Keisha Morris
Keisha Morris is an American woman best known for her brief marriage to iconic rapper and actor Tupac Shakur in the mid-1990s.
-
B.
Keisha Spivey
Keisha Spivey is an American R&B singer best known as a member of the 1990s girl group Total, which was signed to Sean "Diddy" Combs' Bad Boy Records.
-
C.
Keisha Thompson
Keisha Thompson is a British poet, playwright, and theatre-maker who serves as the artistic director of Manchester’s Contact Theatre.
-
D.
Scherrie Payne
Scherrie Payne is an American singer best known as the final lead vocalist of the legendary Motown group The Supremes.
-
E.
Shamorie Ponds
Shamorie Ponds is an American professional basketball player and standout scoring point guard who starred at St. John’s University before playing in the NBA and overseas.
- 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: Keisha Chambers Triple: [Justin Chambers, spouse, Keisha Chambers]
Generated description
Keisha Chambers is the wife of actor and former model Justin Chambers, known for maintaining a private life largely outside the entertainment spotlight.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Keisha Chambers Target entity description: Keisha Chambers is the wife of actor and former model Justin Chambers, known for maintaining a private life largely outside the entertainment spotlight.
-
A.
Keisha Morris
Keisha Morris is an American woman best known for her brief marriage to iconic rapper and actor Tupac Shakur in the mid-1990s.
-
B.
Keisha Spivey
Keisha Spivey is an American R&B singer best known as a member of the 1990s girl group Total, which was signed to Sean "Diddy" Combs' Bad Boy Records.
-
C.
Keisha Thompson
Keisha Thompson is a British poet, playwright, and theatre-maker who serves as the artistic director of Manchester’s Contact Theatre.
-
D.
Scherrie Payne
Scherrie Payne is an American singer best known as the final lead vocalist of the legendary Motown group The Supremes.
-
E.
Shamorie Ponds
Shamorie Ponds is an American professional basketball player and standout scoring point guard who starred at St. John’s University before playing in the NBA and overseas.
- 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_69ca82876f8081909cf75df0f99bb13f |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cdb4e0705c8190bd17e36aff615cdd |
completed | April 2, 2026, 12:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d299c51ea08190902e03552fbe7ebb |
completed | April 5, 2026, 5:20 p.m. |
| NEDg | Description generation | batch_69d29b7430248190b8965eaf1286dd7c |
completed | April 5, 2026, 5:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d29c7ba9f081908f4614098d6c954b |
completed | April 5, 2026, 5:31 p.m. |
Created at: March 30, 2026, 8:40 p.m.