Triple
T16735154
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Multan District |
E406696
|
entity |
| Predicate | borderedByDistrict |
P224
|
FINISHED |
| Object | Muzaffargarh District |
E444422
|
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: Muzaffargarh District | Statement: [Multan District, borderedByDistrict, Muzaffargarh District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muzaffargarh District Context triple: [Multan District, borderedByDistrict, Muzaffargarh District]
-
A.
Muzaffargarh
chosen
Muzaffargarh is a prominent city in southern Punjab, Pakistan, known as an administrative and commercial center situated near the confluence of the Chenab and Indus rivers.
-
B.
Mandi Bahauddin District
Mandi Bahauddin District is an administrative district in the Punjab province of Pakistan, known for its agricultural economy and location between the Jhelum and Chenab rivers.
-
C.
Narowal District
Narowal District is an administrative district in Pakistan’s Punjab province, notable for containing the important Sikh pilgrimage site Gurdwara Darbar Sahib Kartarpur.
-
D.
Attock District
Attock District is an administrative district in northern Punjab, Pakistan, known for its strategic location near the Indus River and the border with Khyber Pakhtunkhwa.
-
E.
Dera Ghazi Khan District
Dera Ghazi Khan District is an administrative district in Punjab, Pakistan, known for its diverse geography from the Indus River plains to the Sulaiman Mountains and its role as a regional economic and cultural center.
- 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_69d8838ffb088190a0b11149929006bf |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e39c39c570819088723d59242c5c5c |
completed | April 18, 2026, 2:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c798389c8190aa9865d9aa746da5 |
completed | May 10, 2026, 5:59 p.m. |
Created at: April 10, 2026, 5:20 a.m.