Triple
T12625851
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Science and Technology Bannu |
E301510
|
entity |
| Predicate | shortName |
P43
|
FINISHED |
| Object |
UST Bannu
UST Bannu is a public higher education institution in Bannu, Khyber Pakhtunkhwa, Pakistan, offering undergraduate and postgraduate programs in science, technology, and related fields.
|
E993247
|
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: UST Bannu | Statement: [University of Science and Technology Bannu, shortName, UST Bannu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UST Bannu Context triple: [University of Science and Technology Bannu, shortName, UST Bannu]
-
A.
Bajaur Agency
Bajaur Agency was a former administrative district in Pakistan’s northwestern tribal belt, bordering Afghanistan and known for its strategic and security significance.
-
B.
Daura Emirate
Daura Emirate is a historic Hausa traditional state in northern Nigeria, regarded as one of the oldest Hausa kingdoms and an important center of pre-colonial political and cultural influence.
-
C.
Gulussa
Gulussa was a 2nd-century BC Numidian prince and military leader, known as one of the sons of King Masinissa who played a role in the conflicts between Carthage and Rome.
-
D.
Shuaiba
Shuaiba is an industrial and port town in Kuwait known for its major petrochemical and shipping facilities along the Persian Gulf.
-
E.
Bakhdida
Bakhdida is a historically Assyrian Christian town in northern Iraq, known for its ancient churches and location in the Nineveh Plains near Mosul.
- 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: UST Bannu Triple: [University of Science and Technology Bannu, shortName, UST Bannu]
Generated description
UST Bannu is a public higher education institution in Bannu, Khyber Pakhtunkhwa, Pakistan, offering undergraduate and postgraduate programs in science, technology, and related fields.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: UST Bannu Target entity description: UST Bannu is a public higher education institution in Bannu, Khyber Pakhtunkhwa, Pakistan, offering undergraduate and postgraduate programs in science, technology, and related fields.
-
A.
Bajaur Agency
Bajaur Agency was a former administrative district in Pakistan’s northwestern tribal belt, bordering Afghanistan and known for its strategic and security significance.
-
B.
Daura Emirate
Daura Emirate is a historic Hausa traditional state in northern Nigeria, regarded as one of the oldest Hausa kingdoms and an important center of pre-colonial political and cultural influence.
-
C.
Gulussa
Gulussa was a 2nd-century BC Numidian prince and military leader, known as one of the sons of King Masinissa who played a role in the conflicts between Carthage and Rome.
-
D.
Shuaiba
Shuaiba is an industrial and port town in Kuwait known for its major petrochemical and shipping facilities along the Persian Gulf.
-
E.
Bakhdida
Bakhdida is a historically Assyrian Christian town in northern Iraq, known for its ancient churches and location in the Nineveh Plains near Mosul.
- 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_69d7bdeaf49c8190b13800111fa77ea3 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9610a897c8190a96f3c78d4b270a2 |
completed | April 10, 2026, 8:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f65ed8d81c8190baed4292ce3a74a1 |
completed | May 2, 2026, 8:30 p.m. |
| NEDg | Description generation | batch_69f661e72c2081909b90d849b0449605 |
completed | May 2, 2026, 8:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f662695a348190b9911a19dfc9e779 |
completed | May 2, 2026, 8:45 p.m. |
Created at: April 9, 2026, 5:14 p.m.