Triple
T14534027
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Keshia Knight Pulliam |
E340989
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Brad James
Brad James is an American actor best known for his role on the television series "Tyler Perry's For Better or Worse" and for his work in various film and TV projects.
|
E1104751
|
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: Brad James | Statement: [Keshia Knight Pulliam, spouse, Brad James]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brad James Context triple: [Keshia Knight Pulliam, spouse, Brad James]
-
A.
Mark James
Mark James is an American songwriter best known for penning enduring hits such as "Suspicious Minds" and "Always on My Mind."
-
B.
Michael Jameson
Michael Jameson is the husband of Mireille Duval Jameson, known primarily in relation to her.
-
C.
Tony James
Tony James is an American financier and executive best known as the longtime president and chief operating officer of Blackstone and for his leadership roles at major cultural institutions.
-
D.
Tony James
Tony James is a person known primarily as the husband of Amabel James.
-
E.
Blake James
Blake James is an American college athletics administrator best known for serving as the athletic director at major universities, including the University of Miami and later Boston College.
- 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: Brad James Triple: [Keshia Knight Pulliam, spouse, Brad James]
Generated description
Brad James is an American actor best known for his role on the television series "Tyler Perry's For Better or Worse" and for his work in various film and TV projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brad James Target entity description: Brad James is an American actor best known for his role on the television series "Tyler Perry's For Better or Worse" and for his work in various film and TV projects.
-
A.
Mark James
Mark James is an American songwriter best known for penning enduring hits such as "Suspicious Minds" and "Always on My Mind."
-
B.
Michael Jameson
Michael Jameson is the husband of Mireille Duval Jameson, known primarily in relation to her.
-
C.
Tony James
Tony James is a person known primarily as the husband of Amabel James.
-
D.
Tony James
Tony James is an American financier and executive best known as the longtime president and chief operating officer of Blackstone and for his leadership roles at major cultural institutions.
-
E.
Blake James
Blake James is an American college athletics administrator best known for serving as the athletic director at major universities, including the University of Miami and later Boston College.
- 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_69d822dac79c8190a84a073f3cbaced5 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dea053f9bc8190901b9d321811d881 |
completed | April 14, 2026, 8:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd7a589d488190b4a192f33d11092d |
completed | May 8, 2026, 5:53 a.m. |
| NEDg | Description generation | batch_69fd7ae2ce048190ba802c4639c128d6 |
completed | May 8, 2026, 5:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd7b7147448190952a395f72662014 |
completed | May 8, 2026, 5:58 a.m. |
Created at: April 10, 2026, 1:22 a.m.