Triple
T20177525
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bam Margera |
E492638
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Nicole Boyd
Nicole Boyd is an American model, actress, and graphic designer best known for her relationship and appearances with professional skateboarder and television personality Bam Margera.
|
E1456967
|
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: Nicole Boyd | Statement: [Bam Margera, spouse, Nicole Boyd]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nicole Boyd Context triple: [Bam Margera, spouse, Nicole Boyd]
-
A.
Nicole Young
Nicole Young is an American attorney best known as the longtime former wife of hip-hop producer and entrepreneur Dr. Dre.
-
B.
Nicole Wilkins
Nicole Wilkins is an American professional figure competitor and multiple-time Figure Olympia champion widely regarded as one of the most successful athletes in the division’s history.
-
C.
Nicole Willis
Nicole Willis is a central character in the thriller film "Mindhunters," portrayed as one of the FBI profiler trainees trapped on a remote island during a deadly training exercise.
-
D.
Nicole Marshall
Nicole Marshall is a songwriter best known for co-writing the hit song "Rather Be" by Clean Bandit featuring Jess Glynne.
-
E.
Nicole Wright
Nicole Wright is a recurring character in the television series "True Blood," known for her relationship with shapeshifter bar owner Sam Merlotte.
- 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: Nicole Boyd Triple: [Bam Margera, spouse, Nicole Boyd]
Generated description
Nicole Boyd is an American model, actress, and graphic designer best known for her relationship and appearances with professional skateboarder and television personality Bam Margera.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nicole Boyd Target entity description: Nicole Boyd is an American model, actress, and graphic designer best known for her relationship and appearances with professional skateboarder and television personality Bam Margera.
-
A.
Nicole Young
Nicole Young is an American attorney best known as the longtime former wife of hip-hop producer and entrepreneur Dr. Dre.
-
B.
Nicole Wilkins
Nicole Wilkins is an American professional figure competitor and multiple-time Figure Olympia champion widely regarded as one of the most successful athletes in the division’s history.
-
C.
Nicole Willis
Nicole Willis is a central character in the thriller film "Mindhunters," portrayed as one of the FBI profiler trainees trapped on a remote island during a deadly training exercise.
-
D.
Nicole Marshall
Nicole Marshall is a songwriter best known for co-writing the hit song "Rather Be" by Clean Bandit featuring Jess Glynne.
-
E.
Nicole Wright
Nicole Wright is a recurring character in the television series "True Blood," known for her relationship with shapeshifter bar owner Sam Merlotte.
- 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_69da6268a034819081cbd9ea5a1c9475 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e668ec4d7c81909fa4bdc58ed54aeb |
completed | April 20, 2026, 5:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0918b4a2d88190b91660be464301fa |
completed | May 17, 2026, 1:24 a.m. |
| NEDg | Description generation | batch_6a091b61597481909edb4da03f712eaa |
completed | May 17, 2026, 1:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a091b99c9c48190a19c44b3773d5fdd |
completed | May 17, 2026, 1:36 a.m. |
Created at: April 11, 2026, 11:36 p.m.