Triple
T5536696
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port of Beirut |
E145178
|
entity |
| Predicate | connectedTo |
P37
|
FINISHED |
| Object |
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.
|
E531949
|
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: Lebanese highway network | Statement: [Port of Beirut, connectedTo, Lebanese highway network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lebanese highway network Context triple: [Port of Beirut, connectedTo, Lebanese highway network]
-
A.
Sanaʽa–Taiz highway
The Sanaʽa–Taiz highway is a major roadway in Yemen that links the capital Sanaʽa with the important southern city of Taiz, passing through key urban centers such as Ibb.
-
B.
Haifa–Tel Aviv Highway
The Haifa–Tel Aviv Highway is a major Israeli coastal expressway that connects the northern city of Haifa with the Tel Aviv metropolitan area, serving as one of the country’s primary transportation arteries.
-
C.
Medina–Yanbu highway
The Medina–Yanbu highway is a major roadway in western Saudi Arabia that links the inland holy city of Medina with the Red Sea port city of Yanbu, facilitating regional travel and trade.
-
D.
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.
-
E.
Baghdad–Karbala highway
The Baghdad–Karbala highway is a major roadway in central Iraq that serves as a key route for pilgrims and travelers between the capital Baghdad and the holy city of Karbala.
- 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: Lebanese highway network Triple: [Port of Beirut, connectedTo, Lebanese highway network]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lebanese highway network Target entity description: 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.
-
A.
Sanaʽa–Taiz highway
The Sanaʽa–Taiz highway is a major roadway in Yemen that links the capital Sanaʽa with the important southern city of Taiz, passing through key urban centers such as Ibb.
-
B.
Haifa–Tel Aviv Highway
The Haifa–Tel Aviv Highway is a major Israeli coastal expressway that connects the northern city of Haifa with the Tel Aviv metropolitan area, serving as one of the country’s primary transportation arteries.
-
C.
Medina–Yanbu highway
The Medina–Yanbu highway is a major roadway in western Saudi Arabia that links the inland holy city of Medina with the Red Sea port city of Yanbu, facilitating regional travel and trade.
-
D.
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.
-
E.
Baghdad–Karbala highway
The Baghdad–Karbala highway is a major roadway in central Iraq that serves as a key route for pilgrims and travelers between the capital Baghdad and the holy city of Karbala.
- 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_69c008fa64888190adae56c8f9ea4031 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c01fb07e748190bea74bbde2d7b8ba |
completed | March 22, 2026, 4:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c02814359c8190b868811f22aa568c |
completed | March 22, 2026, 5:34 p.m. |
| NEDg | Description generation | batch_69c04441145481909fb7bd26dab129bd |
completed | March 22, 2026, 7:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c044a919ec81909469793af9f837ea |
completed | March 22, 2026, 7:36 p.m. |
Created at: March 22, 2026, 3:34 p.m.