Triple

T20999944
Position Surface form Disambiguated ID Type / Status
Subject Port of Doha E517257 entity
Predicate governingBody P46 FINISHED
Object Ministry of Transport of Qatar
The Ministry of Transport of Qatar is the government authority responsible for planning, regulating, and overseeing the country’s transportation and maritime infrastructure, including ports, roads, and public transit systems.
E1461964 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 of Qatar | Statement: [Port of Doha, governingBody, Ministry of Transport of Qatar]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Transport of Qatar
Context triple: [Port of Doha, governingBody, Ministry of Transport of Qatar]
  • A. Ministry of Interior of Qatar
    The Ministry of Interior of Qatar is the government body responsible for internal security, law enforcement, and public safety within the State of Qatar.
  • B. Qatar Civil Aviation Authority
    The Qatar Civil Aviation Authority is the government body responsible for regulating and overseeing civil aviation activities and air transport infrastructure in the State of Qatar.
  • C. Ministry of Energy Affairs of Qatar
    The Ministry of Energy Affairs of Qatar is the national government body responsible for formulating and overseeing the country’s energy policies, including its vital oil and gas sectors.
  • D. 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.
  • E. Ministry of Finance of Qatar
    The Ministry of Finance of Qatar is the central government body responsible for managing the country’s public finances, budgeting, and fiscal policy.
  • 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 of Qatar
Triple: [Port of Doha, governingBody, Ministry of Transport of Qatar]
Generated description
The Ministry of Transport of Qatar is the government authority responsible for planning, regulating, and overseeing the country’s transportation and maritime infrastructure, including ports, roads, and public transit systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Transport of Qatar
Target entity description: The Ministry of Transport of Qatar is the government authority responsible for planning, regulating, and overseeing the country’s transportation and maritime infrastructure, including ports, roads, and public transit systems.
  • A. Ministry of Interior of Qatar
    The Ministry of Interior of Qatar is the government body responsible for internal security, law enforcement, and public safety within the State of Qatar.
  • B. Qatar Civil Aviation Authority
    The Qatar Civil Aviation Authority is the government body responsible for regulating and overseeing civil aviation activities and air transport infrastructure in the State of Qatar.
  • C. Ministry of Energy Affairs of Qatar
    The Ministry of Energy Affairs of Qatar is the national government body responsible for formulating and overseeing the country’s energy policies, including its vital oil and gas sectors.
  • D. 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.
  • E. Ministry of Finance of Qatar
    The Ministry of Finance of Qatar is the central government body responsible for managing the country’s public finances, budgeting, and fiscal policy.
  • 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_69e0b5006e2881909fc2383f841740cc completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fc24a6dc8190a6bf81cf1d9590c0 completed April 21, 2026, 4:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a093b545f5081909152211b7e03bea1 completed May 17, 2026, 3:51 a.m.
NEDg Description generation batch_6a093e5b743881908dea54f627f2a220 completed May 17, 2026, 4:04 a.m.
NED2 Entity disambiguation (via description) batch_6a093ebe37cc8190961b02f8f12ce4b0 completed May 17, 2026, 4:06 a.m.
Created at: April 16, 2026, 1:51 p.m.