Triple
T5170031
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Pennsylvania Department of Linguistics |
E116653
|
entity |
| Predicate | notableFaculty |
P141
|
FINISHED |
| Object |
David Embick
David Embick is an American linguist known for his influential work in theoretical linguistics, particularly in syntax, morphology, and their interfaces.
|
E525627
|
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: David Embick | Statement: [University of Pennsylvania Department of Linguistics, notableFaculty, David Embick]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Embick Context triple: [University of Pennsylvania Department of Linguistics, notableFaculty, David Embick]
-
A.
Dan Talbot
Dan Talbot was an influential American film distributor and exhibitor known for championing foreign and independent cinema in the United States.
-
B.
David Ellingson
David Ellingson is a songwriter best known for co-writing the hit ballad "Don't Fall in Love with a Dreamer," popularized by Kenny Rogers and Kim Carnes.
-
C.
Guy Weadick
Guy Weadick was an American-born cowboy, promoter, and showman best known for creating the Calgary Stampede and helping popularize rodeo culture in Canada.
-
D.
Michael Wells
Michael Wells is a musician best known as a member of the American alternative country/rock band The Walkabouts.
-
E.
Kevin Hageman
Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
- 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: David Embick Triple: [University of Pennsylvania Department of Linguistics, notableFaculty, David Embick]
Generated description
David Embick is an American linguist known for his influential work in theoretical linguistics, particularly in syntax, morphology, and their interfaces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Embick Target entity description: David Embick is an American linguist known for his influential work in theoretical linguistics, particularly in syntax, morphology, and their interfaces.
-
A.
Dan Talbot
Dan Talbot was an influential American film distributor and exhibitor known for championing foreign and independent cinema in the United States.
-
B.
David Ellingson
David Ellingson is a songwriter best known for co-writing the hit ballad "Don't Fall in Love with a Dreamer," popularized by Kenny Rogers and Kim Carnes.
-
C.
Guy Weadick
Guy Weadick was an American-born cowboy, promoter, and showman best known for creating the Calgary Stampede and helping popularize rodeo culture in Canada.
-
D.
Michael Wells
Michael Wells is a musician best known as a member of the American alternative country/rock band The Walkabouts.
-
E.
Kevin Hageman
Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
- 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_69bd445ff97c81909a2615cc56235470 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd794f44248190a3a90c92208104a7 |
completed | March 20, 2026, 4:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf9535f8008190b91cf823e9484b4e |
completed | March 22, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69bf95a5d43c81909523e16926cf5af6 |
completed | March 22, 2026, 7:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf95f854208190a408dff43e760cab |
completed | March 22, 2026, 7:10 a.m. |
Created at: March 20, 2026, 1:45 p.m.