Triple
T4253566
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Punjab, Pakistan |
E95914
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object | Multan International Airport |
E399477
|
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: Multan International Airport | Statement: [Southern Punjab, Pakistan, hasAirport, Multan International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Multan International Airport Context triple: [Southern Punjab, Pakistan, hasAirport, Multan International Airport]
-
A.
Multan International Airport
chosen
Multan International Airport is a major airport in southern Punjab, Pakistan, providing domestic and international air services to the city of Multan and its surrounding region.
-
B.
Sukkur Airport
Sukkur Airport is a domestic airport in Sukkur, Sindh, Pakistan, serving as an important regional hub for air travel in the upper Sindh region.
-
C.
Allama Iqbal International Airport
Allama Iqbal International Airport is a major international airport serving the city of Lahore and the surrounding Punjab region in Pakistan.
-
D.
Bacha Khan International Airport
Bacha Khan International Airport is the main international airport serving Peshawar, Pakistan, handling both domestic and international flights for the region.
-
E.
Shaheed Benazirabad Airport
Shaheed Benazirabad Airport is a regional public airport serving the city of Nawabshah in the Sindh province of Pakistan.
- 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_69b5a8845e6081908bbf1aef2a2da754 |
completed | March 14, 2026, 6:27 p.m. |
Created at: March 12, 2026, 11:06 p.m.