Triple
T3237433
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamad International Airport |
E67888
|
entity |
| Predicate | replaced |
P101
|
FINISHED |
| Object |
Doha International Airport
Doha International Airport was the former main airport serving Doha, Qatar, before being superseded by the modern Hamad International Airport.
|
E340363
|
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: Doha International Airport | Statement: [Hamad International Airport, replaced, Doha International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Doha International Airport Context triple: [Hamad International Airport, replaced, Doha International Airport]
-
A.
Hamad International Airport
Hamad International Airport is Qatar’s main international airport and a major Middle Eastern aviation hub located in Doha.
-
B.
Al Bateen Airport
Al Bateen Airport is a former main airport of Abu Dhabi that now operates primarily as a dedicated executive and private jet airport.
-
C.
Bahrain International Airport
Bahrain International Airport is the main international gateway to the Kingdom of Bahrain, serving as a key aviation hub for the Persian Gulf region.
-
D.
Doha International Air Base
Doha International Air Base is a key military air facility in Doha that serves as a major operational hub for the Qatar Emiri Air Force.
-
E.
Kuwait International Airport
Kuwait International Airport is the main international gateway to the State of Kuwait, serving as a major hub for passenger and cargo traffic in the Persian Gulf region.
- 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: Doha International Airport Triple: [Hamad International Airport, replaced, Doha International Airport]
Generated description
Doha International Airport was the former main airport serving Doha, Qatar, before being superseded by the modern Hamad International Airport.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Doha International Airport Target entity description: Doha International Airport was the former main airport serving Doha, Qatar, before being superseded by the modern Hamad International Airport.
-
A.
Hamad International Airport
Hamad International Airport is Qatar’s main international airport and a major Middle Eastern aviation hub located in Doha.
-
B.
Al Bateen Airport
Al Bateen Airport is a former main airport of Abu Dhabi that now operates primarily as a dedicated executive and private jet airport.
-
C.
Bahrain International Airport
Bahrain International Airport is the main international gateway to the Kingdom of Bahrain, serving as a key aviation hub for the Persian Gulf region.
-
D.
Doha International Air Base
Doha International Air Base is a key military air facility in Doha that serves as a major operational hub for the Qatar Emiri Air Force.
-
E.
Kuwait International Airport
Kuwait International Airport is the main international gateway to the State of Kuwait, serving as a major hub for passenger and cargo traffic in the Persian Gulf region.
- 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_69ad858d27348190abb61c280b4c86a9 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaef29bf48190a9aa3a39f0138428 |
completed | March 8, 2026, 5:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2774a97c481908be820bc5ddf786d |
completed | March 12, 2026, 8:20 a.m. |
| NEDg | Description generation | batch_69b2780e41e0819080ddb26668f32838 |
completed | March 12, 2026, 8:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b27bd238a48190b9d13ee8a8bc955d |
completed | March 12, 2026, 8:39 a.m. |
Created at: March 8, 2026, 3:08 p.m.