Triple
T10597918
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maci Bookout |
E275664
|
entity |
| Predicate | formerPartner |
P8718
|
FINISHED |
| Object |
Ryan Edwards
Ryan Edwards is an American reality television personality best known for appearing on MTV’s "16 and Pregnant" and "Teen Mom" alongside Maci Bookout.
|
E874461
|
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: Ryan Edwards | Statement: [Maci Bookout, formerPartner, Ryan Edwards]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ryan Edwards Context triple: [Maci Bookout, formerPartner, Ryan Edwards]
-
A.
Ryan Edwards
Ryan Edwards is a professional footballer best known as an English defender who has played for several clubs in the English Football League and Scottish Premiership.
-
B.
Justin Edwards
Justin Edwards was a 19th-century American clergyman and prominent temperance reformer who played a leading role in organizing the early national temperance movement.
-
C.
Michael Edwards
Michael Edwards is an American actor best known for playing the adult John Connor in the film "Terminator 2: Judgment Day."
-
D.
Aaron Edwards
Aaron Edwards is an individual known primarily as the sibling of Jerusha Edwards.
-
E.
Brandon Edmonds
Brandon Edmonds is the son of American businesswoman and television producer Tracey Edmonds.
- 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: Ryan Edwards Triple: [Maci Bookout, formerPartner, Ryan Edwards]
Generated description
Ryan Edwards is an American reality television personality best known for appearing on MTV’s "16 and Pregnant" and "Teen Mom" alongside Maci Bookout.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ryan Edwards Target entity description: Ryan Edwards is an American reality television personality best known for appearing on MTV’s "16 and Pregnant" and "Teen Mom" alongside Maci Bookout.
-
A.
Ryan Edwards
Ryan Edwards is a professional footballer best known as an English defender who has played for several clubs in the English Football League and Scottish Premiership.
-
B.
Justin Edwards
Justin Edwards was a 19th-century American clergyman and prominent temperance reformer who played a leading role in organizing the early national temperance movement.
-
C.
Michael Edwards
Michael Edwards is an American actor best known for playing the adult John Connor in the film "Terminator 2: Judgment Day."
-
D.
Aaron Edwards
Aaron Edwards is an individual known primarily as the sibling of Jerusha Edwards.
-
E.
Brandon Edmonds
Brandon Edmonds is the son of American businesswoman and television producer Tracey Edmonds.
- 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_69d6aaf948d88190806cc3a8c47a3fb2 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d6ded358248190ba9268a51b2805fc |
completed | April 8, 2026, 11:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d95e9c1a7c8190a91ad479518e411f |
completed | April 10, 2026, 8:33 p.m. |
| NEDg | Description generation | batch_69d96145d1ec8190b3228733159e1364 |
completed | April 10, 2026, 8:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d9623cf54081908abcdc88e13d5176 |
completed | April 10, 2026, 8:49 p.m. |
Created at: April 8, 2026, 7:28 p.m.