Triple
T13805058
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Al Roker |
E331737
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Deborah Roberts
Deborah Roberts is an American television journalist and correspondent best known for her work with ABC News programs such as 20/20 and Nightline.
|
E1068470
|
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: Deborah Roberts | Statement: [Al Roker, spouse, Deborah Roberts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deborah Roberts Context triple: [Al Roker, spouse, Deborah Roberts]
-
A.
Deborah Owens
Deborah Owens is the deceased mother of Lily Owens in Sue Monk Kidd's novel "The Secret Life of Bees," whose mysterious past and memory drive much of the story's emotional journey.
-
B.
Leola Brown
Leola Brown was the wife of Oliver Brown, the named plaintiff in the landmark U.S. Supreme Court school desegregation case Brown v. Board of Education.
-
C.
Arnetta Yardbourgh
Arnetta Yardbourgh is an American businesswoman and the former partner of NBA legend Shaquille O’Neal, with whom she shares a daughter, Taahirah O’Neal.
-
D.
Deborah Shelton
Deborah Shelton is an American actress and former beauty queen best known for her role on the TV series "Dallas" and for appearing in Brian De Palma’s thriller "Body Double."
-
E.
Demia Butler
Demia Butler was the daughter of American lawyer and abolitionist Ovid Butler, founder of Butler University.
- 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: Deborah Roberts Triple: [Al Roker, spouse, Deborah Roberts]
Generated description
Deborah Roberts is an American television journalist and correspondent best known for her work with ABC News programs such as 20/20 and Nightline.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deborah Roberts Target entity description: Deborah Roberts is an American television journalist and correspondent best known for her work with ABC News programs such as 20/20 and Nightline.
-
A.
Deborah Owens
Deborah Owens is the deceased mother of Lily Owens in Sue Monk Kidd's novel "The Secret Life of Bees," whose mysterious past and memory drive much of the story's emotional journey.
-
B.
Leola Brown
Leola Brown was the wife of Oliver Brown, the named plaintiff in the landmark U.S. Supreme Court school desegregation case Brown v. Board of Education.
-
C.
Arnetta Yardbourgh
Arnetta Yardbourgh is an American businesswoman and the former partner of NBA legend Shaquille O’Neal, with whom she shares a daughter, Taahirah O’Neal.
-
D.
Deborah Shelton
Deborah Shelton is an American actress and former beauty queen best known for her role on the TV series "Dallas" and for appearing in Brian De Palma’s thriller "Body Double."
-
E.
Demia Butler
Demia Butler was the daughter of American lawyer and abolitionist Ovid Butler, founder of Butler University.
- 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_69d81c59f8808190a851bc56afdc55e9 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de026d98108190acf366a36d97bf92 |
completed | April 14, 2026, 9:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c70261c8819099408952f137456d |
completed | May 3, 2026, 10:06 p.m. |
| NEDg | Description generation | batch_69f7c868bdfc8190a13379363d01568d |
completed | May 3, 2026, 10:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7c9732d188190a8a7151d21e0a310 |
completed | May 3, 2026, 10:17 p.m. |
Created at: April 9, 2026, 10:12 p.m.