Triple

T6739714
Position Surface form Disambiguated ID Type / Status
Subject Directorate General of Civil Aviation (Lebanon) E154044 entity
Predicate parentOrganization P254 FINISHED
Object Ministry of Public Works and Transport (Lebanon)
The Ministry of Public Works and Transport (Lebanon) is the Lebanese government ministry responsible for national infrastructure, including public works, transportation networks, and related regulatory oversight.
E616797 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: Ministry of Public Works and Transport (Lebanon) | Statement: [Directorate General of Civil Aviation (Lebanon), parentOrganization, Ministry of Public Works and Transport (Lebanon)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Public Works and Transport (Lebanon)
Context triple: [Directorate General of Civil Aviation (Lebanon), parentOrganization, Ministry of Public Works and Transport (Lebanon)]
  • A. Ministry of Transportation and Telecommunications (Bahrain)
    The Ministry of Transportation and Telecommunications (Bahrain) is the Bahraini government ministry responsible for regulating and developing the country’s transport infrastructure and telecommunications sector.
  • B. Lebanese Ministry of Justice
    The Lebanese Ministry of Justice is the government body responsible for overseeing the judicial system, courts, and legal affairs in Lebanon.
  • C. Ministry of Transport, Communications and Works of Cyprus
    The Ministry of Transport, Communications and Works of Cyprus is the national government department responsible for the country’s transport infrastructure, communications policy, and public works.
  • D. Directorate General of Civil Aviation (Lebanon)
    The Directorate General of Civil Aviation (Lebanon) is the Lebanese government authority responsible for regulating and overseeing civil aviation activities and airport operations in the country.
  • E. Ministerio de Obras Públicas y Transportes
    The Ministerio de Obras Públicas y Transportes is Costa Rica’s government ministry responsible for planning, building, and maintaining national transportation infrastructure and public works.
  • 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: Ministry of Public Works and Transport (Lebanon)
Triple: [Directorate General of Civil Aviation (Lebanon), parentOrganization, Ministry of Public Works and Transport (Lebanon)]
Generated description
The Ministry of Public Works and Transport (Lebanon) is the Lebanese government ministry responsible for national infrastructure, including public works, transportation networks, and related regulatory oversight.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Public Works and Transport (Lebanon)
Target entity description: The Ministry of Public Works and Transport (Lebanon) is the Lebanese government ministry responsible for national infrastructure, including public works, transportation networks, and related regulatory oversight.
  • A. Ministry of Transportation and Telecommunications (Bahrain)
    The Ministry of Transportation and Telecommunications (Bahrain) is the Bahraini government ministry responsible for regulating and developing the country’s transport infrastructure and telecommunications sector.
  • B. Lebanese Ministry of Justice
    The Lebanese Ministry of Justice is the government body responsible for overseeing the judicial system, courts, and legal affairs in Lebanon.
  • C. Ministry of Transport, Communications and Works of Cyprus
    The Ministry of Transport, Communications and Works of Cyprus is the national government department responsible for the country’s transport infrastructure, communications policy, and public works.
  • D. Directorate General of Civil Aviation (Lebanon)
    The Directorate General of Civil Aviation (Lebanon) is the Lebanese government authority responsible for regulating and overseeing civil aviation activities and airport operations in the country.
  • E. Ministerio de Obras Públicas y Transportes
    The Ministerio de Obras Públicas y Transportes is Costa Rica’s government ministry responsible for planning, building, and maintaining national transportation infrastructure and public works.
  • 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_69c6880d84d8819095d19de2295f26ac completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d187c8788190b9fc1ebc9a66a520 completed March 27, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70b0db3f481909b5281c63cc32dd1 completed March 27, 2026, 10:56 p.m.
NEDg Description generation batch_69c70b83f24c819091a6a2a7802c830f completed March 27, 2026, 10:58 p.m.
NED2 Entity disambiguation (via description) batch_69c70f676e408190bc85a2760446d5d1 completed March 27, 2026, 11:14 p.m.
Created at: March 27, 2026, 2:10 p.m.