Triple
T15121577
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yummy |
E361183
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Ashley Boyd
Ashley Boyd is an author known for her contributions to the culinary and food-writing space, including work associated with Yummy.
|
E1182222
|
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: Ashley Boyd | Statement: [Yummy, writer, Ashley Boyd]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashley Boyd Context triple: [Yummy, writer, Ashley Boyd]
-
A.
Ashley Walters
Ashley Walters is a British actor and rapper, also known as Asher D, recognized for his roles in film and television including the drama series "Top Boy."
-
B.
Ashley Purdy
Ashley Purdy is an American musician and bassist best known for his tenure with the rock band Black Veil Brides.
-
C.
Ashley Rowe
Ashley Rowe is a cinematographer best known for his work on films such as the British black comedy "Keeping Mum."
-
D.
Ashley Brown
Ashley Brown is a central playable character in the horror video game Until Dawn, known for her intelligence, cautious nature, and pivotal role in the group's survival decisions.
-
E.
Ashley Lawrence
Ashley Lawrence is a Canadian professional soccer player known for her versatility as a fullback and midfielder and as a key member of the Canadian women's national team.
- 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: Ashley Boyd Triple: [Yummy, writer, Ashley Boyd]
Generated description
Ashley Boyd is an author known for her contributions to the culinary and food-writing space, including work associated with Yummy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ashley Boyd Target entity description: Ashley Boyd is an author known for her contributions to the culinary and food-writing space, including work associated with Yummy.
-
A.
Ashley Walters
Ashley Walters is a British actor and rapper, also known as Asher D, recognized for his roles in film and television including the drama series "Top Boy."
-
B.
Ashley Purdy
Ashley Purdy is an American musician and bassist best known for his tenure with the rock band Black Veil Brides.
-
C.
Ashley Rowe
Ashley Rowe is a cinematographer best known for his work on films such as the British black comedy "Keeping Mum."
-
D.
Ashley Brown
Ashley Brown is a central playable character in the horror video game Until Dawn, known for her intelligence, cautious nature, and pivotal role in the group's survival decisions.
-
E.
Ashley Lawrence
Ashley Lawrence is a Canadian professional soccer player known for her versatility as a fullback and midfielder and as a key member of the Canadian women's national team.
- 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_69d85a06450081909c5a14ea9851a15e |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0059f69a881909929a037a0eef702 |
completed | April 15, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb02f505c81908e3982b67456e81c |
completed | May 9, 2026, 10:07 p.m. |
| NEDg | Description generation | batch_69ffb0be9fa88190ab691c4c1d845ea9 |
completed | May 9, 2026, 10:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffb12f3e4c8190be983f00ae1d5160 |
completed | May 9, 2026, 10:11 p.m. |
Created at: April 10, 2026, 3:06 a.m.