Triple
T14509734
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Doha International Airport |
E340363
|
entity |
| Predicate | servedAsPrimaryHubUntil |
P2958
|
FINISHED |
| Object | opening of Hamad International Airport |
—
|
LITERAL 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: opening of Hamad International Airport | Statement: [Doha International Airport, servedAsPrimaryHubUntil, opening of Hamad International Airport]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: servedAsPrimaryHubUntil Context triple: [Doha International Airport, servedAsPrimaryHubUntil, opening of Hamad International Airport]
-
A.
isCentralHubOf
Indicates that one entity functions as the primary connecting or coordinating hub for activities, resources, or interactions among multiple other entities.
-
B.
primaryHubFor
chosen
Indicates that one entity serves as the main central hub or core point of coordination for another entity or set of entities.
-
C.
basedAtSince
Indicates that an entity has been continuously based or located at a specific place starting from a given point in time.
-
D.
servedAsMainSeaportUntil
Indicates that an entity functioned as the primary seaport for another entity up to a specified point in time.
-
E.
partOfNetworkSince
Indicates that an entity has been a member or component of a particular network starting from a specified point in time.
- F. None of above.
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_69d822d9c0408190b9a2b3643e58bb4d |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69de94e5b7b48190878be271840c265b |
completed | April 14, 2026, 7:26 p.m. |
| PD | Predicate disambiguation | batch_69de5c4ccba08190a988bfda0bc9f5cb |
completed | April 14, 2026, 3:25 p.m. |
Created at: April 10, 2026, 1:21 a.m.