Triple
T15016852
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Lebanon |
E377978
|
entity |
| Predicate | hasTransportInfrastructure |
P2560
|
FINISHED |
| Object | Beirut–Tripoli coastal highway |
E981317
|
NE 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: Beirut–Tripoli coastal highway | Statement: [Western Lebanon, hasTransportInfrastructure, Beirut–Tripoli coastal highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beirut–Tripoli coastal highway Context triple: [Western Lebanon, hasTransportInfrastructure, Beirut–Tripoli coastal highway]
-
A.
Beirut–Tripoli highway
chosen
The Beirut–Tripoli highway is a major coastal roadway in Lebanon that links the capital Beirut with the northern city of Tripoli, passing through key urban centers such as Jounieh.
-
B.
Baghdad–Amman highway
The Baghdad–Amman highway is a major international road linking Iraq’s capital Baghdad with Jordan’s capital Amman, serving as a key commercial and strategic transport corridor across the desert.
-
C.
Haifa–Nazareth road
The Haifa–Nazareth road is a major intercity route in northern Israel that connects the coastal city of Haifa with the historic city of Nazareth and passes near several Galilee communities.
-
D.
Lebanese highway network
The Lebanese highway network is the primary system of major roads and expressways that links Beirut and other key cities, ports, and regions across Lebanon, facilitating most of the country’s domestic and international road transport.
-
E.
Haifa–Acre road
The Haifa–Acre road is a major coastal highway in northern Israel that connects the cities of Haifa and Acre and serves as a key regional transportation route.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d85cd3a3c881908c71fc424d459c17 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded7633fcc8190b2231f43252bc46f |
completed | April 15, 2026, 12:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe96ae110c8190a0555590b9ddb36a |
completed | May 9, 2026, 2:06 a.m. |
Created at: April 10, 2026, 2:55 a.m.