Triple
T16683748
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kristy Swanson |
E405404
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Higher Learning (1995 film)
Higher Learning (1995 film) is a 1995 drama directed by John Singleton that explores race, identity, and social tensions on a fictional college campus through the intersecting lives of diverse students.
|
E1228294
|
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: Higher Learning (1995 film) | Statement: [Kristy Swanson, notableWork, Higher Learning (1995 film)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Higher Learning (1995 film) Context triple: [Kristy Swanson, notableWork, Higher Learning (1995 film)]
-
A.
The Faculty
The Faculty is a 1998 science fiction horror film about high school students who discover their teachers are being taken over by alien parasites.
-
B.
The Real University
The Real University is an independent hip-hop record label associated with 2 Chainz, known for releasing his music and supporting affiliated artists.
-
C.
American Educator
American Educator is a quarterly professional journal published by the American Federation of Teachers that features research-based articles and commentary on education practice and policy.
-
D.
Stand and Deliver
Stand and Deliver is a 1988 drama film based on the true story of math teacher Jaime Escalante, who inspires underprivileged students in East Los Angeles to excel in calculus.
-
E.
Stand and Deliver
"Stand and Deliver" is a bluegrass album by the Steep Canyon Rangers showcasing their contemporary take on traditional string-band music.
- 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: Higher Learning (1995 film) Triple: [Kristy Swanson, notableWork, Higher Learning (1995 film)]
Generated description
Higher Learning (1995 film) is a 1995 drama directed by John Singleton that explores race, identity, and social tensions on a fictional college campus through the intersecting lives of diverse students.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Higher Learning (1995 film) Target entity description: Higher Learning (1995 film) is a 1995 drama directed by John Singleton that explores race, identity, and social tensions on a fictional college campus through the intersecting lives of diverse students.
-
A.
The Faculty
The Faculty is a 1998 science fiction horror film about high school students who discover their teachers are being taken over by alien parasites.
-
B.
The Real University
The Real University is an independent hip-hop record label associated with 2 Chainz, known for releasing his music and supporting affiliated artists.
-
C.
American Educator
American Educator is a quarterly professional journal published by the American Federation of Teachers that features research-based articles and commentary on education practice and policy.
-
D.
Stand and Deliver
"Stand and Deliver" is a bluegrass album by the Steep Canyon Rangers showcasing their contemporary take on traditional string-band music.
-
E.
Stand and Deliver
Stand and Deliver is a 1988 drama film based on the true story of math teacher Jaime Escalante, who inspires underprivileged students in East Los Angeles to excel in calculus.
- 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_69d8838c28748190b3f5967c743940ab |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37d70d3f8819087d1bd700c94a83f |
completed | April 18, 2026, 12:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a008a422f8c8190873fd7089df8fbd4 |
completed | May 10, 2026, 1:38 p.m. |
| NEDg | Description generation | batch_6a008b41a1648190bd1c2268c8a80ee2 |
completed | May 10, 2026, 1:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a008c2bcac48190801ba34fde104a8a |
completed | May 10, 2026, 1:46 p.m. |
Created at: April 10, 2026, 5:19 a.m.