Triple
T11781139
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karachi Division |
E280147
|
entity |
| Predicate | hasMajorUniversity |
P315
|
FINISHED |
| Object | NED University of Engineering and Technology |
E318546
|
NE FINISHED |
How this triple was built (2 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: NED University of Engineering and Technology | Statement: [Karachi Division, hasMajorUniversity, NED University of Engineering and Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NED University of Engineering and Technology Context triple: [Karachi Division, hasMajorUniversity, NED University of Engineering and Technology]
-
A.
NED University of Engineering and Technology
chosen
NED University of Engineering and Technology is one of Pakistan’s oldest and leading public engineering universities, renowned for its technical education and research, and located in Karachi.
-
B.
National University of Science and Technology (NUST)
The National University of Science and Technology (NUST) is a leading Zimbabwean public university renowned for its focus on science, technology, engineering, and innovation.
-
C.
National University of Sciences and Technology (NUST)
The National University of Sciences and Technology (NUST) is a leading Pakistani public research university renowned for its programs in engineering, technology, and applied sciences, with strong ties to the country’s defense and industrial sectors.
-
D.
Quaid-e-Awam University of Engineering, Science and Technology
Quaid-e-Awam University of Engineering, Science and Technology is a public engineering and science university located in Nawabshah, Sindh, Pakistan, known for its programs in engineering, technology, and applied sciences.
-
E.
University of Engineering and Technology, Lahore
The University of Engineering and Technology, Lahore is one of Pakistan’s oldest and most prestigious public engineering universities, renowned for its rigorous programs in engineering, technology, and applied sciences.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ab01d2688190ad8ed6bda487eaa5 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a5623f708190a18aea570577a3f6 |
completed | April 10, 2026, 7:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f090c828f0819097662c048542b5da |
completed | April 28, 2026, 10:49 a.m. |
Created at: April 8, 2026, 9:42 p.m.