Triple
T534968
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Haifa |
E12305
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
Haifa Airport
Haifa Airport is a small international airport in northern Israel serving domestic flights and limited regional routes for the city of Haifa.
|
E67458
|
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: Haifa Airport | Statement: [Haifa, hasTransportation, Haifa Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Haifa Airport Context triple: [Haifa, hasTransportation, Haifa Airport]
-
A.
Orly Airport
Orly Airport is a major international airport serving Paris, France, located south of the city and handling a large share of its domestic and European flights.
-
B.
Ben-Gurion Airport
Ben-Gurion Airport is Israel’s main international airport, located near Tel Aviv and serving as the country’s primary gateway for global air travel.
-
C.
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.
-
D.
Borg El Arab Airport
Borg El Arab Airport is the main international airport serving the Alexandria region in northern Egypt, handling both domestic and international flights.
-
E.
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.
- 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: Haifa Airport Triple: [Haifa, hasTransportation, Haifa Airport]
Generated description
Haifa Airport is a small international airport in northern Israel serving domestic flights and limited regional routes for the city of Haifa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Haifa Airport Target entity description: Haifa Airport is a small international airport in northern Israel serving domestic flights and limited regional routes for the city of Haifa.
-
A.
Orly Airport
Orly Airport is a major international airport serving Paris, France, located south of the city and handling a large share of its domestic and European flights.
-
B.
Ben-Gurion Airport
Ben-Gurion Airport is Israel’s main international airport, located near Tel Aviv and serving as the country’s primary gateway for global air travel.
-
C.
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.
-
D.
Borg El Arab Airport
Borg El Arab Airport is the main international airport serving the Alexandria region in northern Egypt, handling both domestic and international flights.
-
E.
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.
- 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_69a4933208e88190891f5debab1b776d |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a496d904408190a2ed16c839017623 |
completed | March 1, 2026, 7:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4c66d76588190864ac6a992c44545 |
completed | March 1, 2026, 11:06 p.m. |
| NEDg | Description generation | batch_69a4c7d8ba3081909ae63cafc11ad6bb |
completed | March 1, 2026, 11:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4c83437ec8190a8b71e45357b4e32 |
completed | March 1, 2026, 11:13 p.m. |
Created at: March 1, 2026, 7:32 p.m.