Triple
T12248488
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pras |
E291910
|
entity |
| Predicate | notableFilmAppearance |
P7010
|
FINISHED |
| Object |
Higher Ed
"Higher Ed" is a 2001 comedy film starring rapper and actor Pras Michel, centered on the misadventures of a young man navigating college life.
|
E968518
|
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 Ed | Statement: [Pras, notableFilmAppearance, Higher Ed]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Higher Ed Context triple: [Pras, notableFilmAppearance, Higher Ed]
-
A.
Higher Learning
Higher Learning is a critically acclaimed mixtape by rapper Fashawn that helped establish his reputation in the underground hip-hop scene.
-
B.
Universidad
Universidad is a Mexico City Metro station that serves as a major southern terminus and gateway to the National Autonomous University of Mexico (UNAM) campus.
-
C.
Higher Education Authority
The Higher Education Authority is the statutory planning and policy development body for higher education and research in Ireland, overseeing funding, governance, and strategic direction of the sector.
-
D.
University College
University College is an academic division of Texas A&M University–Corpus Christi that provides foundational coursework and support services to help students transition into and succeed in their degree programs.
-
E.
University College
University College is an academic division of the University of Memphis that offers interdisciplinary and individualized degree programs for nontraditional and returning students.
- 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 Ed Triple: [Pras, notableFilmAppearance, Higher Ed]
Generated description
"Higher Ed" is a 2001 comedy film starring rapper and actor Pras Michel, centered on the misadventures of a young man navigating college life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Higher Ed Target entity description: "Higher Ed" is a 2001 comedy film starring rapper and actor Pras Michel, centered on the misadventures of a young man navigating college life.
-
A.
Higher Learning
Higher Learning is a critically acclaimed mixtape by rapper Fashawn that helped establish his reputation in the underground hip-hop scene.
-
B.
Universidad
Universidad is a Mexico City Metro station that serves as a major southern terminus and gateway to the National Autonomous University of Mexico (UNAM) campus.
-
C.
Higher Education Authority
The Higher Education Authority is the statutory planning and policy development body for higher education and research in Ireland, overseeing funding, governance, and strategic direction of the sector.
-
D.
University College
University College is an academic division of Texas A&M University–Corpus Christi that provides foundational coursework and support services to help students transition into and succeed in their degree programs.
-
E.
University College
University College is an academic division of the University of Memphis that offers interdisciplinary and individualized degree programs for nontraditional and returning students.
- 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_69d6ab67950c8190be08450a06228c4b |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91cc50d808190a3c8d1ada31a6a91 |
completed | April 10, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60ab9a9b08190903c1ce6d91af2b5 |
completed | May 2, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_69f60bde9b0c81908df8207a8b6530af |
completed | May 2, 2026, 2:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60c97a7e08190b782b3aa6d60d770 |
completed | May 2, 2026, 2:39 p.m. |
Created at: April 8, 2026, 9:52 p.m.