Triple
T3697334
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamadan |
E78489
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Hamadan University of Medical Sciences
Hamadan University of Medical Sciences is a public medical university in Hamadan, Iran, specializing in training healthcare professionals and conducting medical research.
|
E380590
|
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: Hamadan University of Medical Sciences | Statement: [Hamadan, hasUniversity, Hamadan University of Medical Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamadan University of Medical Sciences Context triple: [Hamadan, hasUniversity, Hamadan University of Medical Sciences]
-
A.
Shiraz University of Medical Sciences
Shiraz University of Medical Sciences is a major public medical university and healthcare education center located in the city of Shiraz in southern Iran.
-
B.
Mashhad University of Medical Sciences
Mashhad University of Medical Sciences is a major Iranian public medical university and healthcare institution based in the city of Mashhad, known for its education, research, and extensive network of teaching hospitals.
-
C.
Tabriz University of Medical Sciences
Tabriz University of Medical Sciences is a major public medical university in Tabriz, Iran, known for training healthcare professionals and conducting medical research.
-
D.
Shahid Beheshti University
Shahid Beheshti University is a major public research university in Iran, recognized as one of the country’s leading institutions of higher education.
-
E.
University of Tabriz
The University of Tabriz is one of Iran’s major public research universities, located in the city of Tabriz and known for its wide range of academic programs and regional influence.
- 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: Hamadan University of Medical Sciences Triple: [Hamadan, hasUniversity, Hamadan University of Medical Sciences]
Generated description
Hamadan University of Medical Sciences is a public medical university in Hamadan, Iran, specializing in training healthcare professionals and conducting medical research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hamadan University of Medical Sciences Target entity description: Hamadan University of Medical Sciences is a public medical university in Hamadan, Iran, specializing in training healthcare professionals and conducting medical research.
-
A.
Shiraz University of Medical Sciences
Shiraz University of Medical Sciences is a major public medical university and healthcare education center located in the city of Shiraz in southern Iran.
-
B.
Mashhad University of Medical Sciences
Mashhad University of Medical Sciences is a major Iranian public medical university and healthcare institution based in the city of Mashhad, known for its education, research, and extensive network of teaching hospitals.
-
C.
Tabriz University of Medical Sciences
Tabriz University of Medical Sciences is a major public medical university in Tabriz, Iran, known for training healthcare professionals and conducting medical research.
-
D.
Shahid Beheshti University
Shahid Beheshti University is a major public research university in Iran, recognized as one of the country’s leading institutions of higher education.
-
E.
University of Tabriz
The University of Tabriz is one of Iran’s major public research universities, located in the city of Tabriz and known for its wide range of academic programs and regional influence.
- 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_69ad85e3b1888190abc983e06968696d |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc5115ad8819085ffa938de3943f4 |
completed | March 8, 2026, 6:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4c3dbb7fc81909df2e7a4755cce28 |
completed | March 14, 2026, 2:11 a.m. |
| NEDg | Description generation | batch_69b4c7a89eac819090ce443784e1a326 |
completed | March 14, 2026, 2:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4c88111c08190b0c275898437fdab |
completed | March 14, 2026, 2:31 a.m. |
Created at: March 8, 2026, 3:26 p.m.