Triple
T3691374
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | constructionism (learning theory) |
E78349
|
entity |
| Predicate | furtherDevelopedBy |
P1245
|
FINISHED |
| Object |
Yasmin Kafai
Yasmin Kafai is an educational researcher known for her influential work in constructionist learning, particularly around digital media, game design, and creative computing for children.
|
E380267
|
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: Yasmin Kafai | Statement: [constructionism (learning theory), furtherDevelopedBy, Yasmin Kafai]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yasmin Kafai Context triple: [constructionism (learning theory), furtherDevelopedBy, Yasmin Kafai]
-
A.
Yasmin Sooka
Yasmin Sooka is a South African human rights lawyer and activist best known for her work on truth, justice, and post-conflict reconciliation, including serving on South Africa’s Truth and Reconciliation Commission.
-
B.
Anna Kashfi
Anna Kashfi was a British-Indian actress and the first wife of Hollywood star Marlon Brando.
-
C.
Lila Yacoub
Lila Yacoub is a film producer known for her work on independent features such as Noah Baumbach’s comedy-drama "Mistress America."
-
D.
Dina Shihabi
Dina Shihabi is a Saudi Arabian–born actress known for her prominent roles in American film and television, including the series "Jack Ryan."
-
E.
Aida El-Kachef
Aida El-Kachef is known as the wife of Egyptian diplomat and Nobel Peace Prize laureate Mohamed ElBaradei.
- 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: Yasmin Kafai Triple: [constructionism (learning theory), furtherDevelopedBy, Yasmin Kafai]
Generated description
Yasmin Kafai is an educational researcher known for her influential work in constructionist learning, particularly around digital media, game design, and creative computing for children.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yasmin Kafai Target entity description: Yasmin Kafai is an educational researcher known for her influential work in constructionist learning, particularly around digital media, game design, and creative computing for children.
-
A.
Yasmin Sooka
Yasmin Sooka is a South African human rights lawyer and activist best known for her work on truth, justice, and post-conflict reconciliation, including serving on South Africa’s Truth and Reconciliation Commission.
-
B.
Anna Kashfi
Anna Kashfi was a British-Indian actress and the first wife of Hollywood star Marlon Brando.
-
C.
Lila Yacoub
Lila Yacoub is a film producer known for her work on independent features such as Noah Baumbach’s comedy-drama "Mistress America."
-
D.
Dina Shihabi
Dina Shihabi is a Saudi Arabian–born actress known for her prominent roles in American film and television, including the series "Jack Ryan."
-
E.
Aida El-Kachef
Aida El-Kachef is known as the wife of Egyptian diplomat and Nobel Peace Prize laureate Mohamed ElBaradei.
- 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_69ad85e285a081908f8cbfa9e2ed9b75 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc4e783a88190b2837a68b8723a25 |
completed | March 8, 2026, 6:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4c3c9e9c08190bd97642ccf39b172 |
completed | March 14, 2026, 2:11 a.m. |
| NEDg | Description generation | batch_69b4c78bca688190bb06f64827285790 |
completed | March 14, 2026, 2:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4c7f33dec8190b71ea08cb1d34c32 |
completed | March 14, 2026, 2:29 a.m. |
Created at: March 8, 2026, 3:26 p.m.