Triple

T11177870
Position Surface form Disambiguated ID Type / Status
Subject Government of Jordan E264457 entity
Predicate hasMinistry P2820 FINISHED
Object Ministry of Transport (Jordan)
The Ministry of Transport (Jordan) is the national government body responsible for planning, regulating, and overseeing Jordan’s transportation systems and infrastructure, including roads, public transit, aviation, and maritime sectors.
E909936 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 Transport (Jordan) | Statement: [Government of Jordan, hasMinistry, Ministry of Transport (Jordan)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Transport (Jordan)
Context triple: [Government of Jordan, hasMinistry, Ministry of Transport (Jordan)]
  • 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. Ministry of Transport and Logistics Services of Saudi Arabia
    The Ministry of Transport and Logistics Services of Saudi Arabia is the government body responsible for planning, regulating, and developing the Kingdom’s transport and logistics sectors to support national economic and industrial growth.
  • C. 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.
  • D. Ministry of Transport
    The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
  • E. Israeli Ministry of Transport and Road Safety
    The Israeli Ministry of Transport and Road Safety is the government body responsible for national transportation policy, infrastructure planning, and road safety regulation in Israel.
  • 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 Transport (Jordan)
Triple: [Government of Jordan, hasMinistry, Ministry of Transport (Jordan)]
Generated description
The Ministry of Transport (Jordan) is the national government body responsible for planning, regulating, and overseeing Jordan’s transportation systems and infrastructure, including roads, public transit, aviation, and maritime sectors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Transport (Jordan)
Target entity description: The Ministry of Transport (Jordan) is the national government body responsible for planning, regulating, and overseeing Jordan’s transportation systems and infrastructure, including roads, public transit, aviation, and maritime sectors.
  • 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. Ministry of Transport and Logistics Services of Saudi Arabia
    The Ministry of Transport and Logistics Services of Saudi Arabia is the government body responsible for planning, regulating, and developing the Kingdom’s transport and logistics sectors to support national economic and industrial growth.
  • C. 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.
  • D. Ministry of Transport
    The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
  • E. Israeli Ministry of Transport and Road Safety
    The Israeli Ministry of Transport and Road Safety is the government body responsible for national transportation policy, infrastructure planning, and road safety regulation in Israel.
  • 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_69d6aa9dafac8190bd90d2c74f661aa7 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e899c6288190b39e090fa9cdc883 completed April 9, 2026, 5:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4839eeaac8190826007ca126ed491 completed April 19, 2026, 7:26 a.m.
NEDg Description generation batch_69e48715bd2081908774d325db2b6dd5 completed April 19, 2026, 7:41 a.m.
NED2 Entity disambiguation (via description) batch_69e4886c0da881909105b3a45e786ce9 completed April 19, 2026, 7:46 a.m.
Created at: April 8, 2026, 9:29 p.m.