Triple

T14200942
Position Surface form Disambiguated ID Type / Status
Subject Public Utilities Committee (Kuwait) E351961 entity
Predicate relatedTo P37 FINISHED
Object Ministry of Public Works (Kuwait)
The Ministry of Public Works (Kuwait) is a government ministry responsible for planning, constructing, and maintaining the country’s public infrastructure and facilities, including roads, public buildings, and related utilities.
 E1085686 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 (Kuwait) | Statement: [Public Utilities Committee (Kuwait), relatedTo, Ministry of Public Works (Kuwait)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ministry of Public Works (Kuwait)
Context triple: [Public Utilities Committee (Kuwait), relatedTo, Ministry of Public Works (Kuwait)]
  • A. Ministry of Communications of Kuwait
    The Ministry of Communications of Kuwait is the government body responsible for overseeing the country’s telecommunications, postal services, and related infrastructure.
  • B. Kuwait Ministry of Interior
    The Kuwait Ministry of Interior is the government body responsible for internal security, law enforcement, and public safety within the State of Kuwait.
  • C. Kuwaiti ministries
    Kuwaiti ministries are the government departments of the State of Kuwait responsible for administering public policy, services, and national affairs under the country’s executive branch.
  • D. Ministry of Public Works
    The Ministry of Public Works was a key administrative department in imperial Vietnam responsible for overseeing state construction projects, infrastructure, and public engineering works.
  • E. Ministry of Public Works
    The Ministry of Public Works was a governmental department in Poland responsible for overseeing public infrastructure, construction, and related civil 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 (Kuwait)
Triple: [Public Utilities Committee (Kuwait), relatedTo, Ministry of Public Works (Kuwait)]
Generated description
The Ministry of Public Works (Kuwait) is a government ministry responsible for planning, constructing, and maintaining the country’s public infrastructure and facilities, including roads, public buildings, and related utilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ministry of Public Works (Kuwait)
Target entity description: The Ministry of Public Works (Kuwait) is a government ministry responsible for planning, constructing, and maintaining the country’s public infrastructure and facilities, including roads, public buildings, and related utilities.
  • A. Ministry of Communications of Kuwait
    The Ministry of Communications of Kuwait is the government body responsible for overseeing the country’s telecommunications, postal services, and related infrastructure.
  • B. Kuwait Ministry of Interior
    The Kuwait Ministry of Interior is the government body responsible for internal security, law enforcement, and public safety within the State of Kuwait.
  • C. Kuwaiti ministries
    Kuwaiti ministries are the government departments of the State of Kuwait responsible for administering public policy, services, and national affairs under the country’s executive branch.
  • D. Ministry of Public Works
    The Ministry of Public Works was a key administrative department in imperial Vietnam responsible for overseeing state construction projects, infrastructure, and public engineering works.
  • E. Ministry of Public Works
    The Ministry of Public Works was a governmental department in Poland responsible for overseeing public infrastructure, construction, and related civil 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_69d827894ac0819097803e57f3227b23 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61f472548190a1a7edc40526eac3 completed April 14, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd194f13688190af7ef5ceb92a73ff completed May 7, 2026, 10:59 p.m.
NEDg Description generation batch_69fd1b198c6c81909b71a51a39711754 completed May 7, 2026, 11:07 p.m.
NED2 Entity disambiguation (via description) batch_69fd1bb585448190bc3393304980b808 completed May 7, 2026, 11:09 p.m.
Created at: April 10, 2026, 1:04 a.m.