Triple
T2822253
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Abbottabad |
E54836
|
entity |
| Predicate | majorInstitution |
P315
|
FINISHED |
| Object |
Ayub Medical College
Ayub Medical College is a prominent public medical education institution located in Abbottabad, Pakistan, known for training doctors and healthcare professionals for the region.
|
E300988
|
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: Ayub Medical College | Statement: [Abbottabad, majorInstitution, Ayub Medical College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ayub Medical College Context triple: [Abbottabad, majorInstitution, Ayub Medical College]
-
A.
Rawalpindi Medical University
Rawalpindi Medical University is a public medical institution in Rawalpindi, Pakistan, that provides undergraduate and postgraduate education and training in medicine and allied health sciences.
-
B.
Nowshera Medical College
Nowshera Medical College is a public medical institution in Nowshera, Pakistan, offering undergraduate and postgraduate medical education and training.
-
C.
University of Sindh
The University of Sindh is one of Pakistan’s oldest and largest public universities, known for its broad range of academic programs and central role in higher education in the Sindh province.
-
D.
University of Karachi
The University of Karachi is one of Pakistan’s largest and most prominent public research universities, located in the city of Karachi.
-
E.
Quaid-i-Azam University
Quaid-i-Azam University is a leading public research university in Pakistan, renowned for its postgraduate programs and scenic campus at the foothills of the Margalla Hills in Islamabad.
- 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: Ayub Medical College Triple: [Abbottabad, majorInstitution, Ayub Medical College]
Generated description
Ayub Medical College is a prominent public medical education institution located in Abbottabad, Pakistan, known for training doctors and healthcare professionals for the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ayub Medical College Target entity description: Ayub Medical College is a prominent public medical education institution located in Abbottabad, Pakistan, known for training doctors and healthcare professionals for the region.
-
A.
Rawalpindi Medical University
Rawalpindi Medical University is a public medical institution in Rawalpindi, Pakistan, that provides undergraduate and postgraduate education and training in medicine and allied health sciences.
-
B.
Nowshera Medical College
Nowshera Medical College is a public medical institution in Nowshera, Pakistan, offering undergraduate and postgraduate medical education and training.
-
C.
University of Sindh
The University of Sindh is one of Pakistan’s oldest and largest public universities, known for its broad range of academic programs and central role in higher education in the Sindh province.
-
D.
University of Karachi
The University of Karachi is one of Pakistan’s largest and most prominent public research universities, located in the city of Karachi.
-
E.
Quaid-i-Azam University
Quaid-i-Azam University is a leading public research university in Pakistan, renowned for its postgraduate programs and scenic campus at the foothills of the Margalla Hills in Islamabad.
- 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_69ab49e100c0819082a40cb797383243 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde704af88190a132626acc99745f |
completed | March 7, 2026, 8:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afceaa45e88190a9007885cf7868ef |
completed | March 10, 2026, 7:56 a.m. |
| NEDg | Description generation | batch_69afcf138c00819087913972df96f5ad |
completed | March 10, 2026, 7:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afcf8d0318819088f9abd895f8ba0a |
completed | March 10, 2026, 8 a.m. |
Created at: March 6, 2026, 9:59 p.m.