Triple
T5170030
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Pennsylvania Department of Linguistics |
E116653
|
entity |
| Predicate | notableFaculty |
P141
|
FINISHED |
| Object |
Gillian Sankoff
Gillian Sankoff is a sociolinguist renowned for her pioneering work on language variation and change, particularly in French and in multilingual communities such as Papua New Guinea.
|
E499683
|
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: Gillian Sankoff | Statement: [University of Pennsylvania Department of Linguistics, notableFaculty, Gillian Sankoff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gillian Sankoff Context triple: [University of Pennsylvania Department of Linguistics, notableFaculty, Gillian Sankoff]
-
A.
Shari Springer Berman
Shari Springer Berman is an American filmmaker and screenwriter best known for co-writing and co-directing the acclaimed films "American Splendor" and "The Nanny Diaries."
-
B.
Stacey Sher
Stacey Sher is an American film and television producer known for her work on acclaimed movies such as "Django Unchained," "Pulp Fiction," and "Erin Brockovich."
-
C.
Laura Ziskin
Laura Ziskin was an American film and television producer best known for her work on the Spider-Man film franchise and for being the first woman to solo-produce the Academy Awards telecast.
-
D.
Melina Matsoukas
Melina Matsoukas is an acclaimed American director known for her visually distinctive music videos and her work on film and television projects such as "Queen & Slim" and "Insecure."
-
E.
Nell Benjamin
Nell Benjamin is an American lyricist and composer best known for her work on Broadway musicals such as Legally Blonde and Mean Girls.
- 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: Gillian Sankoff Triple: [University of Pennsylvania Department of Linguistics, notableFaculty, Gillian Sankoff]
Generated description
Gillian Sankoff is a sociolinguist renowned for her pioneering work on language variation and change, particularly in French and in multilingual communities such as Papua New Guinea.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gillian Sankoff Target entity description: Gillian Sankoff is a sociolinguist renowned for her pioneering work on language variation and change, particularly in French and in multilingual communities such as Papua New Guinea.
-
A.
Shari Springer Berman
Shari Springer Berman is an American filmmaker and screenwriter best known for co-writing and co-directing the acclaimed films "American Splendor" and "The Nanny Diaries."
-
B.
Stacey Sher
Stacey Sher is an American film and television producer known for her work on acclaimed movies such as "Django Unchained," "Pulp Fiction," and "Erin Brockovich."
-
C.
Laura Ziskin
Laura Ziskin was an American film and television producer best known for her work on the Spider-Man film franchise and for being the first woman to solo-produce the Academy Awards telecast.
-
D.
Melina Matsoukas
Melina Matsoukas is an acclaimed American director known for her visually distinctive music videos and her work on film and television projects such as "Queen & Slim" and "Insecure."
-
E.
Nell Benjamin
Nell Benjamin is an American lyricist and composer best known for her work on Broadway musicals such as Legally Blonde and Mean Girls.
- 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_69bed93f33ac8190b2f60a8e95685bc8 |
completed | March 21, 2026, 5:45 p.m. |
| NEDg | Description generation | batch_69beda0419108190862d028a14227e8a |
completed | March 21, 2026, 5:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bedaa232ac81908c5ee2d4ba8cbcd7 |
completed | March 21, 2026, 5:51 p.m. |
Created at: March 20, 2026, 1:45 p.m.