Triple
T21558326
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lebanese highway network |
E531949
|
entity |
| Predicate | mainCorridor |
P5520
|
FINISHED |
| Object |
Beirut–Sidon–Tyre coastal corridor
The Beirut–Sidon–Tyre coastal corridor is a major Lebanese transportation route linking the capital Beirut with the southern coastal cities of Sidon and Tyre along the Mediterranean shoreline.
|
E1493045
|
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: Beirut–Sidon–Tyre coastal corridor | Statement: [Lebanese highway network, mainCorridor, Beirut–Sidon–Tyre coastal corridor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beirut–Sidon–Tyre coastal corridor Context triple: [Lebanese highway network, mainCorridor, Beirut–Sidon–Tyre coastal corridor]
-
A.
Tripoli–Tunis coastal corridor
The Tripoli–Tunis coastal corridor is a key Mediterranean transport and trade route linking Libya’s capital Tripoli with Tunisia, serving as a vital axis for regional movement of people, goods, and military forces.
-
B.
Corniche Beirut
Corniche Beirut is a popular seaside promenade in Beirut known for its Mediterranean views, palm-lined walkway, and vibrant social atmosphere.
-
C.
Beirut–Tripoli highway
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.
-
D.
Nabatieh, Lebanon
Nabatieh is a predominantly Shia Muslim city in southern Lebanon known as a regional political and commercial center and for its major Ashura commemorations.
-
E.
Tunisian Sahel coastal corridor
The Tunisian Sahel coastal corridor is a key transport and urban axis along Tunisia’s eastern Mediterranean shoreline, linking major Sahel cities and resorts such as Hammam Sousse.
- 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: Beirut–Sidon–Tyre coastal corridor Triple: [Lebanese highway network, mainCorridor, Beirut–Sidon–Tyre coastal corridor]
Generated description
The Beirut–Sidon–Tyre coastal corridor is a major Lebanese transportation route linking the capital Beirut with the southern coastal cities of Sidon and Tyre along the Mediterranean shoreline.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beirut–Sidon–Tyre coastal corridor Target entity description: The Beirut–Sidon–Tyre coastal corridor is a major Lebanese transportation route linking the capital Beirut with the southern coastal cities of Sidon and Tyre along the Mediterranean shoreline.
-
A.
Tripoli–Tunis coastal corridor
The Tripoli–Tunis coastal corridor is a key Mediterranean transport and trade route linking Libya’s capital Tripoli with Tunisia, serving as a vital axis for regional movement of people, goods, and military forces.
-
B.
Corniche Beirut
Corniche Beirut is a popular seaside promenade in Beirut known for its Mediterranean views, palm-lined walkway, and vibrant social atmosphere.
-
C.
Beirut–Tripoli highway
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.
-
D.
Nabatieh, Lebanon
Nabatieh is a predominantly Shia Muslim city in southern Lebanon known as a regional political and commercial center and for its major Ashura commemorations.
-
E.
Tunisian Sahel coastal corridor
The Tunisian Sahel coastal corridor is a key transport and urban axis along Tunisia’s eastern Mediterranean shoreline, linking major Sahel cities and resorts such as Hammam Sousse.
- 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_69e0c460232c81908de2c3819d17c00e |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69eed2e14af88190bc70b4d0f3453aac |
completed | April 27, 2026, 3:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09fd260d2c819081fb9c1dd38e13da |
completed | May 17, 2026, 5:38 p.m. |
| NEDg | Description generation | batch_6a09fe51add4819099fc844931839dea |
completed | May 17, 2026, 5:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09fef4abe48190b6eac6d14aadd110 |
completed | May 17, 2026, 5:46 p.m. |
Created at: April 16, 2026, 6:29 p.m.