Triple
T9440270
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dera Ghazi Khan |
E227624
|
entity |
| Predicate | hasHealthcareFacility |
P12416
|
FINISHED |
| Object |
Teaching Hospital Dera Ghazi Khan
Teaching Hospital Dera Ghazi Khan is a major public healthcare and medical teaching institution serving the population of Dera Ghazi Khan and surrounding areas in Punjab, Pakistan.
|
E798896
|
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: Teaching Hospital Dera Ghazi Khan | Statement: [Dera Ghazi Khan, hasHealthcareFacility, Teaching Hospital Dera Ghazi Khan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Teaching Hospital Dera Ghazi Khan Context triple: [Dera Ghazi Khan, hasHealthcareFacility, Teaching Hospital Dera Ghazi Khan]
-
A.
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.
-
B.
Ghulam Muhammad Mahar Medical College
Ghulam Muhammad Mahar Medical College is a public medical institution in Sukkur, Pakistan, offering undergraduate and postgraduate medical education and training.
-
C.
Nishtar Medical University
Nishtar Medical University is a prominent public medical institution in Multan, Pakistan, known for training healthcare professionals and providing tertiary care services.
-
D.
Nowshera Medical College
Nowshera Medical College is a public medical institution in Nowshera, Pakistan, offering undergraduate and postgraduate medical education and training.
-
E.
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.
- 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: Teaching Hospital Dera Ghazi Khan Triple: [Dera Ghazi Khan, hasHealthcareFacility, Teaching Hospital Dera Ghazi Khan]
Generated description
Teaching Hospital Dera Ghazi Khan is a major public healthcare and medical teaching institution serving the population of Dera Ghazi Khan and surrounding areas in Punjab, Pakistan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Teaching Hospital Dera Ghazi Khan Target entity description: Teaching Hospital Dera Ghazi Khan is a major public healthcare and medical teaching institution serving the population of Dera Ghazi Khan and surrounding areas in Punjab, Pakistan.
-
A.
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.
-
B.
Ghulam Muhammad Mahar Medical College
Ghulam Muhammad Mahar Medical College is a public medical institution in Sukkur, Pakistan, offering undergraduate and postgraduate medical education and training.
-
C.
Nishtar Medical University
Nishtar Medical University is a prominent public medical institution in Multan, Pakistan, known for training healthcare professionals and providing tertiary care services.
-
D.
Nowshera Medical College
Nowshera Medical College is a public medical institution in Nowshera, Pakistan, offering undergraduate and postgraduate medical education and training.
-
E.
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.
- 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_69ca843884488190ad6cbe0153088234 |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd7ee36f908190826994db91b18466 |
completed | April 1, 2026, 8:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1105dc6b48190bd6c7d932d9f48d5 |
completed | April 4, 2026, 1:21 p.m. |
| NEDg | Description generation | batch_69d1112e140c8190ad6d9b3a25d48af7 |
completed | April 4, 2026, 1:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d111b6c1d881909eb555a6a524c6db |
completed | April 4, 2026, 1:27 p.m. |
Created at: March 30, 2026, 7:50 p.m.