Triple

T21558328
Position Surface form Disambiguated ID Type / Status
Subject Lebanese highway network E531949 entity
Predicate mainCorridor P5520 FINISHED
Object Beirut–Zahle–Baalbek corridor
The Beirut–Zahle–Baalbek corridor is a major transportation axis in Lebanon that links the coastal capital Beirut with the inland cities of Zahle and Baalbek across the Mount Lebanon range and the Beqaa Valley.
E1495737 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–Zahle–Baalbek corridor | Statement: [Lebanese highway network, mainCorridor, Beirut–Zahle–Baalbek corridor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beirut–Zahle–Baalbek corridor
Context triple: [Lebanese highway network, mainCorridor, Beirut–Zahle–Baalbek corridor]
  • A. 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.
  • B. 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.
  • C. Beirut–Damascus highway
    The Beirut–Damascus highway is a major international road linking Lebanon’s capital Beirut with Syria’s capital Damascus, serving as a key commercial and transit corridor between the two countries.
  • D. Damascus–Beirut route
    The Damascus–Beirut route is a major historical and modern roadway linking Syria’s capital to Lebanon’s capital, crossing the Bekaa Valley as a key regional trade and travel corridor.
  • E. 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.
  • 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–Zahle–Baalbek corridor
Triple: [Lebanese highway network, mainCorridor, Beirut–Zahle–Baalbek corridor]
Generated description
The Beirut–Zahle–Baalbek corridor is a major transportation axis in Lebanon that links the coastal capital Beirut with the inland cities of Zahle and Baalbek across the Mount Lebanon range and the Beqaa Valley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beirut–Zahle–Baalbek corridor
Target entity description: The Beirut–Zahle–Baalbek corridor is a major transportation axis in Lebanon that links the coastal capital Beirut with the inland cities of Zahle and Baalbek across the Mount Lebanon range and the Beqaa Valley.
  • A. 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.
  • B. 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.
  • C. Beirut–Damascus highway
    The Beirut–Damascus highway is a major international road linking Lebanon’s capital Beirut with Syria’s capital Damascus, serving as a key commercial and transit corridor between the two countries.
  • D. Damascus–Beirut route
    The Damascus–Beirut route is a major historical and modern roadway linking Syria’s capital to Lebanon’s capital, crossing the Bekaa Valley as a key regional trade and travel corridor.
  • E. 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.
  • 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_6a0a15846a308190be8ba33d61e9ec5b completed May 17, 2026, 7:22 p.m.
NEDg Description generation batch_6a0a16ac5ee881909ede61c149be61fa completed May 17, 2026, 7:27 p.m.
NED2 Entity disambiguation (via description) batch_6a0a17d9a48881908d9858e40d41674c completed May 17, 2026, 7:32 p.m.
Created at: April 16, 2026, 6:29 p.m.