Triple
T3878156
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of North Texas |
E92554
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object | Carnegie Classification R1: Doctoral Universities – Very high research activity |
E106871
|
NE FINISHED |
How this triple was built (2 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: Carnegie Classification R1: Doctoral Universities – Very high research activity | Statement: [University of North Texas, memberOf, Carnegie Classification R1: Doctoral Universities – Very high research activity]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Carnegie Classification R1: Doctoral Universities – Very high research activity Context triple: [University of North Texas, memberOf, Carnegie Classification R1: Doctoral Universities – Very high research activity]
-
A.
R1: Doctoral Universities – Very high research activity
chosen
R1: Doctoral Universities – Very high research activity is the top Carnegie Classification category for U.S. doctoral institutions recognized for their extensive and intensive research output and doctoral education.
-
B.
R2: Doctoral Universities – High research activity
R2: Doctoral Universities – High research activity is a Carnegie Classification category for institutions that award a significant number of doctoral degrees and conduct substantial, though not the very highest level of, research activity.
-
C.
Innovative Research Universities
Innovative Research Universities is an Australian alliance of comprehensive universities focused on high-quality research, innovation, and teaching.
-
D.
League of European Research Universities
The League of European Research Universities is a consortium of leading research-intensive universities in Europe that collaborates to influence policy and promote high-quality academic research and education.
-
E.
University City Campus
University City Campus is Drexel University's main urban campus located in the University City neighborhood of Philadelphia, known for its concentration of higher education and research institutions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69aed967448c819086c4b358d37b25aa |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeec72fa7c81909c73b3cf90597e9a |
completed | March 9, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51253da2081908689f06975fb4db1 |
completed | March 14, 2026, 7:46 a.m. |
Created at: March 9, 2026, 3:20 p.m.