Triple
T123401
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Alabama at Birmingham |
E2493
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Oak Ridge Associated Universities
Oak Ridge Associated Universities is a consortium of universities and institutions that collaborate on scientific research, education, and workforce development, particularly in partnership with U.S. federal agencies and national laboratories.
|
E19235
|
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: Oak Ridge Associated Universities | Statement: [University of Alabama at Birmingham, memberOf, Oak Ridge Associated Universities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oak Ridge Associated Universities Context triple: [University of Alabama at Birmingham, memberOf, Oak Ridge Associated Universities]
-
A.
Oak Ridge National Laboratory
Oak Ridge National Laboratory is a major U.S. Department of Energy research facility in Tennessee known for its pioneering work in nuclear science, energy technologies, and advanced materials.
-
B.
Oak Ridge, Tennessee
Oak Ridge, Tennessee is a city historically known as a major secret research and production center for nuclear materials during World War II.
-
C.
Los Alamos Laboratory
Los Alamos Laboratory was the secret U.S. research facility in New Mexico where the Manhattan Project developed the first atomic bombs during World War II.
-
D.
Argonne National Laboratory
Argonne National Laboratory is a major U.S. Department of Energy research center near Chicago, renowned for pioneering work in nuclear energy and broad multidisciplinary science and engineering.
-
E.
University of Tennessee, Knoxville
The University of Tennessee, Knoxville is the flagship public research university of the University of Tennessee system, known for its strong academic programs, research initiatives, and prominent athletics, particularly the Tennessee Volunteers.
- 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: Oak Ridge Associated Universities Triple: [University of Alabama at Birmingham, memberOf, Oak Ridge Associated Universities]
Generated description
Oak Ridge Associated Universities is a consortium of universities and institutions that collaborate on scientific research, education, and workforce development, particularly in partnership with U.S. federal agencies and national laboratories.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oak Ridge Associated Universities Target entity description: Oak Ridge Associated Universities is a consortium of universities and institutions that collaborate on scientific research, education, and workforce development, particularly in partnership with U.S. federal agencies and national laboratories.
-
A.
Oak Ridge National Laboratory
Oak Ridge National Laboratory is a major U.S. Department of Energy research facility in Tennessee known for its pioneering work in nuclear science, energy technologies, and advanced materials.
-
B.
Oak Ridge, Tennessee
Oak Ridge, Tennessee is a city historically known as a major secret research and production center for nuclear materials during World War II.
-
C.
Los Alamos Laboratory
Los Alamos Laboratory was the secret U.S. research facility in New Mexico where the Manhattan Project developed the first atomic bombs during World War II.
-
D.
Argonne National Laboratory
Argonne National Laboratory is a major U.S. Department of Energy research center near Chicago, renowned for pioneering work in nuclear energy and broad multidisciplinary science and engineering.
-
E.
University of Tennessee, Knoxville
The University of Tennessee, Knoxville is the flagship public research university of the University of Tennessee system, known for its strong academic programs, research initiatives, and prominent athletics, particularly the Tennessee Volunteers.
- 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_69a251b54ea88190b18281669f59b4c0 |
completed | Feb. 28, 2026, 2:23 a.m. |
| NER | Named-entity recognition | batch_69a2573ce0ac8190b49fb31d3d475bf9 |
completed | Feb. 28, 2026, 2:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2d0c31ca88190981c66f7a3da0528 |
completed | Feb. 28, 2026, 11:25 a.m. |
| NEDg | Description generation | batch_69a2d188d5c481909db6fe154c769213 |
completed | Feb. 28, 2026, 11:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2d1fc07f481908046568ba44006f1 |
completed | Feb. 28, 2026, 11:31 a.m. |
Created at: Feb. 28, 2026, 2:27 a.m.