Triple
T4253568
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Punjab, Pakistan |
E95914
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Dera Ghazi Khan Airport
Dera Ghazi Khan Airport is a regional public airport serving the city of Dera Ghazi Khan and surrounding areas in southern Punjab, Pakistan.
|
E428276
|
NE FINISHED |
How this triple was built (4 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: Dera Ghazi Khan Airport | Statement: [Southern Punjab, Pakistan, hasAirport, Dera Ghazi Khan Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dera Ghazi Khan Airport Context triple: [Southern Punjab, Pakistan, hasAirport, Dera Ghazi Khan Airport]
-
A.
Bahawalpur Airport
Bahawalpur Airport is a regional domestic airport serving the city of Bahawalpur and surrounding areas in southern Punjab, Pakistan.
-
B.
Multan International Airport
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.
-
C.
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.
-
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.
Quetta International Airport
Quetta International Airport is the main domestic and international air gateway serving the city of Quetta and the surrounding region of Balochistan, Pakistan.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Dera Ghazi Khan Airport Triple: [Southern Punjab, Pakistan, hasAirport, Dera Ghazi Khan Airport]
Generated description
Dera Ghazi Khan Airport is a regional public airport serving the city of Dera Ghazi Khan and surrounding areas in southern Punjab, Pakistan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dera Ghazi Khan Airport Target entity description: Dera Ghazi Khan Airport is a regional public airport serving the city of Dera Ghazi Khan and surrounding areas in southern Punjab, Pakistan.
-
A.
Bahawalpur Airport
Bahawalpur Airport is a regional domestic airport serving the city of Bahawalpur and surrounding areas in southern Punjab, Pakistan.
-
B.
Multan International Airport
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.
-
C.
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.
-
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.
Quetta International Airport
Quetta International Airport is the main domestic and international air gateway serving the city of Quetta and the surrounding region of Balochistan, Pakistan.
- F. None of above. chosen
Provenance (5 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_69b5c7151108819082b2f37945d6139e |
completed | March 14, 2026, 8:37 p.m. |
| NEDg | Description generation | batch_69b5c79491a48190865aaa674baebd9b |
completed | March 14, 2026, 8:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5c80ecc7481908deb061969a82c59 |
completed | March 14, 2026, 8:41 p.m. |
Created at: March 12, 2026, 11:06 p.m.