Triple
T15688727
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yasmin Kafai |
E380267
|
entity |
| Predicate | hasCollaboratedWith |
P8554
|
FINISHED |
| Object |
Deborah Fields
Deborah Fields is a learning sciences researcher known for her work on youth, digital media, and game-based learning, often in collaboration with Yasmin Kafai.
|
E1348658
|
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 Fields | Statement: [Yasmin Kafai, hasCollaboratedWith, Deborah Fields]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deborah Fields Context triple: [Yasmin Kafai, hasCollaboratedWith, Deborah Fields]
-
A.
Deborah Gould
Deborah Gould is best known as a former wife of British-American actor and Rat Pack member Peter Lawford.
-
B.
Deborah Dudley
Deborah Dudley was a daughter of Thomas Dudley, the colonial governor of Massachusetts Bay Colony, and a member of his prominent Puritan family in early New England.
-
C.
Deborah Reed
Deborah Reed is best known as the wife of American actor Ving Rhames.
-
D.
Deborah Weston
Deborah Weston was a 19th-century American abolitionist and reformer, known for her involvement in anti-slavery activism alongside her sisters.
-
E.
Deborah Taylor
Deborah Taylor is a theatre producer known for her work on the Broadway play "Lucky Guy."
- 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 Fields Triple: [Yasmin Kafai, hasCollaboratedWith, Deborah Fields]
Generated description
Deborah Fields is a learning sciences researcher known for her work on youth, digital media, and game-based learning, often in collaboration with Yasmin Kafai.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deborah Fields Target entity description: Deborah Fields is a learning sciences researcher known for her work on youth, digital media, and game-based learning, often in collaboration with Yasmin Kafai.
-
A.
Deborah Gould
Deborah Gould is best known as a former wife of British-American actor and Rat Pack member Peter Lawford.
-
B.
Deborah Dudley
Deborah Dudley was a daughter of Thomas Dudley, the colonial governor of Massachusetts Bay Colony, and a member of his prominent Puritan family in early New England.
-
C.
Deborah Reed
Deborah Reed is best known as the wife of American actor Ving Rhames.
-
D.
Deborah Weston
Deborah Weston was a 19th-century American abolitionist and reformer, known for her involvement in anti-slavery activism alongside her sisters.
-
E.
Deborah Taylor
Deborah Taylor is a theatre producer known for her work on the Broadway play "Lucky Guy."
- 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_69d86d99e860819094b6957cde470f2c |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e04f4cee5481908699fbb2b7bdd2f6 |
completed | April 16, 2026, 2:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a058296efe481908e5a19acc0d0b738 |
completed | May 14, 2026, 8:06 a.m. |
| NEDg | Description generation | batch_6a05866776d881909723e694ab9a8674 |
completed | May 14, 2026, 8:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0586f85a448190becf166dbc584a1f |
completed | May 14, 2026, 8:25 a.m. |
Created at: April 10, 2026, 4:44 a.m.