Triple
T1023141
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aurel Stein |
E22082
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | Punjab University |
E95715
|
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: Punjab University | Statement: [Aurel Stein, employer, Punjab University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Punjab University Context triple: [Aurel Stein, employer, Punjab University]
-
A.
University of the Punjab
chosen
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.
-
B.
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.
-
C.
University of Peshawar
The University of Peshawar is a major public research and teaching institution located in Peshawar, Pakistan, known as one of the oldest and most prominent universities in the Khyber Pakhtunkhwa region.
-
D.
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.
-
E.
Government College, Lahore
Government College, Lahore is one of Pakistan’s oldest and most prestigious higher education institutions, renowned for its rigorous academics and influential alumni across politics, literature, and science.
- 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_69a493d6e380819097b384986ffc315c |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b7e0f8908190bfe0a4cd8b31dfed |
completed | March 1, 2026, 10:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3bb83118819098a2b283a1cbf8d6 |
completed | March 7, 2026, 2:52 p.m. |
Created at: March 1, 2026, 7:41 p.m.