Triple
T544074
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Doha |
E12693
|
entity |
| Predicate | hosts |
P186
|
FINISHED |
| Object |
Hamad International Airport
Hamad International Airport is Qatar’s main international airport and a major Middle Eastern aviation hub located in Doha.
|
E67888
|
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: Hamad International Airport | Statement: [Doha, hosts, Hamad International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamad International Airport Context triple: [Doha, hosts, Hamad International Airport]
-
A.
Al Maktoum International Airport
Al Maktoum International Airport is a major airport in the United Arab Emirates designed to become one of the world’s largest air transport hubs.
-
B.
Abu Dhabi International Airport
Abu Dhabi International Airport is the main international airport serving the capital of the United Arab Emirates and a major hub for Etihad Airways.
-
C.
King Khalid International Airport
King Khalid International Airport is the main international airport serving Riyadh, Saudi Arabia, and one of the country’s largest and busiest aviation hubs.
-
D.
Dubai International Airport
Dubai International Airport is a major global aviation hub in the United Arab Emirates, known for its extensive international connections and high passenger traffic.
-
E.
Beirut–Rafic Hariri International Airport
Beirut–Rafic Hariri International Airport is Lebanon’s main international gateway, serving as the primary airport for Beirut and the country’s largest and busiest aviation hub.
- 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: Hamad International Airport Triple: [Doha, hosts, Hamad International Airport]
Generated description
Hamad International Airport is Qatar’s main international airport and a major Middle Eastern aviation hub located in Doha.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hamad International Airport Target entity description: Hamad International Airport is Qatar’s main international airport and a major Middle Eastern aviation hub located in Doha.
-
A.
Al Maktoum International Airport
Al Maktoum International Airport is a major airport in the United Arab Emirates designed to become one of the world’s largest air transport hubs.
-
B.
Abu Dhabi International Airport
Abu Dhabi International Airport is the main international airport serving the capital of the United Arab Emirates and a major hub for Etihad Airways.
-
C.
King Khalid International Airport
King Khalid International Airport is the main international airport serving Riyadh, Saudi Arabia, and one of the country’s largest and busiest aviation hubs.
-
D.
Dubai International Airport
Dubai International Airport is a major global aviation hub in the United Arab Emirates, known for its extensive international connections and high passenger traffic.
-
E.
Beirut–Rafic Hariri International Airport
Beirut–Rafic Hariri International Airport is Lebanon’s main international gateway, serving as the primary airport for Beirut and the country’s largest and busiest aviation hub.
- 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_69a49334226c81908b0ea1689ef6aa3f |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a498dea88881908a938fe8f2313bec |
completed | March 1, 2026, 7:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4cc5f6dfc8190a6c97a81aa8e82a3 |
completed | March 1, 2026, 11:31 p.m. |
| NEDg | Description generation | batch_69a4cdd043b881908795f61cbfa06bc8 |
completed | March 1, 2026, 11:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4cf2e7b908190817cfcaf0490d6f7 |
completed | March 1, 2026, 11:43 p.m. |
Created at: March 1, 2026, 7:32 p.m.