Triple
T8329016
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pakistan International Airlines |
E195028
|
entity |
| Predicate | hub |
P423
|
FINISHED |
| Object | Allama Iqbal International Airport |
E338396
|
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: Allama Iqbal International Airport | Statement: [Pakistan International Airlines, hub, Allama Iqbal International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Allama Iqbal International Airport Context triple: [Pakistan International Airlines, hub, Allama Iqbal International Airport]
-
A.
Allama Iqbal International Airport
chosen
Allama Iqbal International Airport is a major international airport serving the city of Lahore and the surrounding Punjab region in Pakistan.
-
B.
Jinnah International Airport
Jinnah International Airport is the largest and busiest airport in Pakistan, serving as the primary international gateway to the city of Karachi.
-
C.
Benazir Bhutto International Airport
Benazir Bhutto International Airport was the former main international airport serving the Islamabad–Rawalpindi metropolitan area in Pakistan before being replaced by Islamabad International Airport.
-
D.
Shaheed Benazirabad Airport
Shaheed Benazirabad Airport is a regional public airport serving the city of Nawabshah in the Sindh province of Pakistan.
-
E.
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.
- 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_69ca82e87f2c8190bdb71ee29dfc642d |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7fb812508190aed8a283dacf712e |
completed | March 31, 2026, 8:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cde794a4008190bbcb2f114c503458 |
completed | April 2, 2026, 3:50 a.m. |
Created at: March 30, 2026, 5:56 p.m.