Triple
T4253551
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Punjab, Pakistan |
E95914
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object | Central Punjab, Pakistan |
E146516
|
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: Central Punjab, Pakistan | Statement: [Southern Punjab, Pakistan, borderedBy, Central Punjab, Pakistan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central Punjab, Pakistan Context triple: [Southern Punjab, Pakistan, borderedBy, Central Punjab, Pakistan]
-
A.
Punjab, Pakistan
chosen
Punjab, Pakistan is a populous and agriculturally rich province in eastern Pakistan, known for its cultural heritage, Punjabi language, and role as the country’s political and economic heartland.
-
B.
southern Punjab, Pakistan
Southern Punjab, Pakistan is a culturally distinct region in the south of Pakistan’s Punjab province, known for its Saraiki-speaking population, Sufi heritage, and agrarian economy.
-
C.
Multan Division
Multan Division is an administrative division in the Punjab province of Pakistan, centered on the historic city of Multan and known for its cultural, economic, and agricultural significance.
-
D.
Rabwah, Punjab, Pakistan
Rabwah, Punjab, Pakistan is a town in the Punjab province known as the spiritual and organizational center of the Ahmadiyya Muslim Community and the burial place of Nobel laureate physicist Abdus Salam.
-
E.
Multan District
Multan District is an administrative district in Punjab, Pakistan, centered on the historic city of Multan and known for its cultural, economic, and religious significance in the region.
- 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_69b3453f759881909b91f01a1e82c036 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34ebe6fbc8190a89269b478b3f435 |
completed | March 12, 2026, 11:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf10a00c5c819090fa26ce068033b6 |
completed | March 21, 2026, 9:41 p.m. |
Created at: March 12, 2026, 11:06 p.m.