Triple
T7005434
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Trai Byers |
E162441
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Grace Byers
Grace Byers is an American actress best known for her role as Anika Calhoun on the television series "Empire."
|
E691763
|
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: Grace Byers | Statement: [Trai Byers, spouse, Grace Byers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grace Byers Context triple: [Trai Byers, spouse, Grace Byers]
-
A.
Betsy Blair
Betsy Blair was an American actress best known for her acclaimed, Oscar-nominated performance in the 1955 film "Marty" and for her work in both Hollywood and European cinema.
-
B.
Grace Nicholson
Grace Nicholson was an American art dealer and collector renowned for her work with Asian and Native American art, whose legacy includes the establishment of the institution now known as the USC Pacific Asia Museum.
-
C.
Jane Beasley
Jane Beasley is known as the first wife of former General Electric CEO Jack Welch.
-
D.
Lisa Baird
Lisa Baird is an American sports executive who served as commissioner of the National Women's Soccer League (NWSL).
-
E.
Laura Berwick
Laura Berwick is a film producer best known for her work on Kenneth Branagh’s acclaimed 2021 drama "Belfast."
- 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: Grace Byers Triple: [Trai Byers, spouse, Grace Byers]
Generated description
Grace Byers is an American actress best known for her role as Anika Calhoun on the television series "Empire."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grace Byers Target entity description: Grace Byers is an American actress best known for her role as Anika Calhoun on the television series "Empire."
-
A.
Betsy Blair
Betsy Blair was an American actress best known for her acclaimed, Oscar-nominated performance in the 1955 film "Marty" and for her work in both Hollywood and European cinema.
-
B.
Grace Nicholson
Grace Nicholson was an American art dealer and collector renowned for her work with Asian and Native American art, whose legacy includes the establishment of the institution now known as the USC Pacific Asia Museum.
-
C.
Jane Beasley
Jane Beasley is known as the first wife of former General Electric CEO Jack Welch.
-
D.
Lisa Baird
Lisa Baird is an American sports executive who served as commissioner of the National Women's Soccer League (NWSL).
-
E.
Laura Berwick
Laura Berwick is a film producer best known for her work on Kenneth Branagh’s acclaimed 2021 drama "Belfast."
- 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_69c6885928148190ae31909fbb5e9849 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6dc34b5a88190a793e07dd4d0018b |
completed | March 27, 2026, 7:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c9a9ca03ec8190859d9728fef39d24 |
completed | March 29, 2026, 10:38 p.m. |
| NEDg | Description generation | batch_69c9aa8767448190a98c4ff7c5452a2a |
completed | March 29, 2026, 10:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c9aabb80108190b12939eecab7077d |
completed | March 29, 2026, 10:42 p.m. |
Created at: March 27, 2026, 2:33 p.m.