Triple
T14509684
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | OTBD |
E340362
|
entity |
| Predicate | formerPrimaryAirportOf |
P81616
|
FINISHED |
| Object |
Qatar
Qatar is a small but wealthy Gulf nation on the Arabian Peninsula, known for its vast natural gas reserves, rapid modernization, and hosting major international events such as the 2022 FIFA World Cup.
|
E13453
|
NE FINISHED |
How this triple was built (5 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: Qatar | Statement: [OTBD, formerPrimaryAirportOf, Qatar]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Qatar Context triple: [OTBD, formerPrimaryAirportOf, Qatar]
-
A.
Qatar
Qatar is a wealthy Gulf nation on the Arabian Peninsula known for its vast natural gas reserves, rapid modernization, and large expatriate workforce.
-
B.
Kuwait
Kuwait is a small, oil-rich Gulf nation on the Arabian Peninsula known for its modern capital Kuwait City, significant expatriate workforce, and strategic geopolitical importance.
-
C.
Bahrain
Bahrain is a small island nation in the Persian Gulf known for its rich history, oil wealth, and status as a regional financial and cultural hub.
-
D.
Bahrain
Bahrain is a popular riverside town and tourist destination in Pakistan’s Swat Valley, known for its scenic beauty and as a base for exploring nearby mountain areas.
-
E.
Saudi Arabia
Saudi Arabia is a Middle Eastern kingdom on the Arabian Peninsula known for its vast oil reserves, custodianship of Islam’s holiest sites, and significant geopolitical influence.
- 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: Qatar Triple: [OTBD, formerPrimaryAirportOf, Qatar]
Generated description
Qatar is a small but wealthy Gulf nation on the Arabian Peninsula, known for its vast natural gas reserves, rapid modernization, and hosting major international events such as the 2022 FIFA World Cup.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Qatar Target entity description: Qatar is a small but wealthy Gulf nation on the Arabian Peninsula, known for its vast natural gas reserves, rapid modernization, and hosting major international events such as the 2022 FIFA World Cup.
-
A.
Qatar
chosen
Qatar is a wealthy Gulf nation on the Arabian Peninsula known for its vast natural gas reserves, rapid modernization, and large expatriate workforce.
-
B.
Kuwait
Kuwait is a small, oil-rich Gulf nation on the Arabian Peninsula known for its modern capital Kuwait City, significant expatriate workforce, and strategic geopolitical importance.
-
C.
Bahrain
Bahrain is a small island nation in the Persian Gulf known for its rich history, oil wealth, and status as a regional financial and cultural hub.
-
D.
Bahrain
Bahrain is a popular riverside town and tourist destination in Pakistan’s Swat Valley, known for its scenic beauty and as a base for exploring nearby mountain areas.
-
E.
Saudi Arabia
Saudi Arabia is a Middle Eastern kingdom on the Arabian Peninsula known for its vast oil reserves, custodianship of Islam’s holiest sites, and significant geopolitical influence.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: formerPrimaryAirportOf Context triple: [OTBD, formerPrimaryAirportOf, Qatar]
-
A.
previousPrimaryAirportFor
chosen
Indicates that one airport was formerly the main or primary airport serving a particular location or entity before being replaced by another.
-
B.
replacedAsMainAirportFor
Indicates that one airport has taken over the role of being the primary or main airport serving a particular area from another airport.
-
C.
parentAirport
Indicates that one airport serves as the primary or overarching facility from which another, subsidiary or associated airport is derived or managed.
-
D.
originAirportHub
Indicates that the referenced airport serves as a primary hub or main operating base for the associated airline or carrier.
-
E.
typicalOriginAirportIATA
Indicates the usual or primary origin airport for an entity, identified by its IATA airport code.
- F. None of above.
Provenance (6 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_69d822d9c0408190b9a2b3643e58bb4d |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69de94e5b7b48190878be271840c265b |
completed | April 14, 2026, 7:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fda907abf88190b86ce65390d9ca40 |
completed | May 8, 2026, 9:12 a.m. |
| NEDg | Description generation | batch_69fdb05e39f4819096b226a2e183b4da |
completed | May 8, 2026, 9:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdb12756ac819087a120b84f021e51 |
completed | May 8, 2026, 9:47 a.m. |
| PD | Predicate disambiguation | batch_69de5c4ccba08190a988bfda0bc9f5cb |
completed | April 14, 2026, 3:25 p.m. |
Created at: April 10, 2026, 1:21 a.m.