Triple

T16422436
Position Surface form Disambiguated ID Type / Status
Subject Greater Amman Municipality E398850 entity
Predicate collaboratesWith P37 FINISHED
Object Ministry of Municipal Affairs of Jordan
The Ministry of Municipal Affairs of Jordan is a government body responsible for overseeing and regulating local governance, municipal services, and urban development across Jordan’s municipalities.
E1211838 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 Municipal Affairs of Jordan | Statement: [Greater Amman Municipality, collaboratesWith, Ministry of Municipal Affairs of Jordan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Municipal Affairs of Jordan
Context triple: [Greater Amman Municipality, collaboratesWith, Ministry of Municipal Affairs of Jordan]
  • A. Ministry of Interior (Jordan)
    The Ministry of Interior (Jordan) is the government body responsible for internal security, public safety, civil status affairs, and the administration of governorates and local authorities within the Hashemite Kingdom of Jordan.
  • B. Government of Jordan
    The Government of Jordan is the central governing authority of the Hashemite Kingdom of Jordan, overseeing its executive, legislative, and administrative functions under a constitutional monarchy.
  • C. 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.
  • D. Ministry of Justice (Jordan)
    The Ministry of Justice (Jordan) is the governmental body responsible for overseeing the judicial system, legal affairs, and administration of justice in the Hashemite Kingdom of Jordan.
  • E. Ministry of Environment (Jordan)
    The Ministry of Environment (Jordan) is the national governmental body responsible for formulating and implementing environmental policies, regulations, and conservation initiatives across the Hashemite Kingdom of Jordan.
  • 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 Municipal Affairs of Jordan
Triple: [Greater Amman Municipality, collaboratesWith, Ministry of Municipal Affairs of Jordan]
Generated description
The Ministry of Municipal Affairs of Jordan is a government body responsible for overseeing and regulating local governance, municipal services, and urban development across Jordan’s municipalities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Municipal Affairs of Jordan
Target entity description: The Ministry of Municipal Affairs of Jordan is a government body responsible for overseeing and regulating local governance, municipal services, and urban development across Jordan’s municipalities.
  • A. Ministry of Interior (Jordan)
    The Ministry of Interior (Jordan) is the government body responsible for internal security, public safety, civil status affairs, and the administration of governorates and local authorities within the Hashemite Kingdom of Jordan.
  • B. Government of Jordan
    The Government of Jordan is the central governing authority of the Hashemite Kingdom of Jordan, overseeing its executive, legislative, and administrative functions under a constitutional monarchy.
  • C. 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.
  • D. Ministry of Justice (Jordan)
    The Ministry of Justice (Jordan) is the governmental body responsible for overseeing the judicial system, legal affairs, and administration of justice in the Hashemite Kingdom of Jordan.
  • E. Ministry of Environment (Jordan)
    The Ministry of Environment (Jordan) is the national governmental body responsible for formulating and implementing environmental policies, regulations, and conservation initiatives across the Hashemite Kingdom of Jordan.
  • 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_69d87f2b9024819085c20e52de95d583 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e328f85a68819098742b324f6c6fd4 completed April 18, 2026, 6:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a003c70aaa08190bf88210c0b491fc1 completed May 10, 2026, 8:06 a.m.
NEDg Description generation batch_6a003e3b113c819083e1abc512631e2b completed May 10, 2026, 8:13 a.m.
NED2 Entity disambiguation (via description) batch_6a003eb6aa748190b0c8866af405794a completed May 10, 2026, 8:15 a.m.
Created at: April 10, 2026, 5:09 a.m.