Triple
T2573838
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department of Statistics (UC Berkeley) |
E57726
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
School of Public Health (UC Berkeley)
The School of Public Health at UC Berkeley is a leading academic and research institution dedicated to advancing population health, epidemiology, health policy, and global health through interdisciplinary education and scholarship.
|
E278845
|
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: School of Public Health (UC Berkeley) | Statement: [Department of Statistics (UC Berkeley), collaboratesWith, School of Public Health (UC Berkeley)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: School of Public Health (UC Berkeley) Context triple: [Department of Statistics (UC Berkeley), collaboratesWith, School of Public Health (UC Berkeley)]
-
A.
Mailman School of Public Health
The Mailman School of Public Health is Columbia University's graduate school dedicated to public health education, research, and policy.
-
B.
Graduate School of Public Health
The Graduate School of Public Health at the University of Pittsburgh is a professional school dedicated to education and research in public health disciplines such as epidemiology, biostatistics, health policy, and environmental health.
-
C.
Harvard T.H. Chan School of Public Health
Harvard T.H. Chan School of Public Health is a leading graduate institution dedicated to advancing public health through research, education, and policy, and is part of Harvard University.
-
D.
Milken Institute School of Public Health
The Milken Institute School of Public Health is George Washington University’s public health school, known for its programs and research in global health, health policy, and population health.
-
E.
School of Public Health
The School of Public Health at the University of Minnesota is an academic institution dedicated to education, research, and community engagement in public health and population health sciences.
- 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: School of Public Health (UC Berkeley) Triple: [Department of Statistics (UC Berkeley), collaboratesWith, School of Public Health (UC Berkeley)]
Generated description
The School of Public Health at UC Berkeley is a leading academic and research institution dedicated to advancing population health, epidemiology, health policy, and global health through interdisciplinary education and scholarship.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: School of Public Health (UC Berkeley) Target entity description: The School of Public Health at UC Berkeley is a leading academic and research institution dedicated to advancing population health, epidemiology, health policy, and global health through interdisciplinary education and scholarship.
-
A.
Mailman School of Public Health
The Mailman School of Public Health is Columbia University's graduate school dedicated to public health education, research, and policy.
-
B.
Graduate School of Public Health
The Graduate School of Public Health at the University of Pittsburgh is a professional school dedicated to education and research in public health disciplines such as epidemiology, biostatistics, health policy, and environmental health.
-
C.
Harvard T.H. Chan School of Public Health
Harvard T.H. Chan School of Public Health is a leading graduate institution dedicated to advancing public health through research, education, and policy, and is part of Harvard University.
-
D.
Milken Institute School of Public Health
The Milken Institute School of Public Health is George Washington University’s public health school, known for its programs and research in global health, health policy, and population health.
-
E.
School of Public Health
The School of Public Health at the University of Minnesota is an academic institution dedicated to education, research, and community engagement in public health and population health sciences.
- 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_69ab4a51410081908501dcf8bad9adc4 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd38792288190a39420cab126bf03 |
completed | March 7, 2026, 7:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af657413908190a03b9dd8dc40b2e4 |
completed | March 10, 2026, 12:27 a.m. |
| NEDg | Description generation | batch_69af67cbaf388190b5bb447af2a8e941 |
completed | March 10, 2026, 12:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af682b38d08190bba53245e813f044 |
completed | March 10, 2026, 12:39 a.m. |
Created at: March 6, 2026, 9:48 p.m.