Triple
T3217823
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lahore |
E67437
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object | Lahore University of Management Sciences |
E179245
|
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: Lahore University of Management Sciences | Statement: [Lahore, hasUniversity, Lahore University of Management Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lahore University of Management Sciences Context triple: [Lahore, hasUniversity, Lahore University of Management Sciences]
-
A.
Lahore University of Management Sciences
chosen
Lahore University of Management Sciences is a leading private research university in Lahore, Pakistan, renowned for its programs in business, economics, engineering, and the social sciences.
-
B.
Karachi University of Business and Technology
Karachi University of Business and Technology is a private higher education institution in Karachi, Pakistan, offering undergraduate and graduate programs in business, management, and related fields.
-
C.
University of the Punjab
The University of the Punjab is one of Pakistan’s oldest and most prestigious public universities, renowned for its significant contributions to higher education and research in South Asia.
-
D.
COMSATS University Islamabad
COMSATS University Islamabad is a leading public research university in Pakistan known for its strong programs in science, engineering, and information technology.
-
E.
University of Haripur
The University of Haripur is a public higher education institution located in Haripur, Khyber Pakhtunkhwa, Pakistan, offering a range of undergraduate and postgraduate programs across multiple disciplines.
- 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_69ad858b8adc8190ad989712c87a476b |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adab0ae494819093d39c367facde27 |
completed | March 8, 2026, 4:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2771be134819081809b2351517fdf |
completed | March 12, 2026, 8:19 a.m. |
Created at: March 8, 2026, 3:08 p.m.