Triple

T15304172
Position Surface form Disambiguated ID Type / Status
Subject Dubai Government Workshop E365854 entity
Predicate serviceBeneficiary P37410 FINISHED
Object Dubai government departments E365845 NE FINISHED

How this triple was built (3 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: Dubai government departments | Statement: [Dubai Government Workshop, serviceBeneficiary, Dubai government departments]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dubai government departments
Context triple: [Dubai Government Workshop, serviceBeneficiary, Dubai government departments]
  • A. Government of Dubai
    The Government of Dubai is the ruling authority of the Emirate of Dubai in the United Arab Emirates, responsible for its administration, economic development, and strategic urban and tourism planning.
  • B. Dubai Government Legal Affairs Department
    The Dubai Government Legal Affairs Department is the central authority responsible for providing legal services, regulation, and oversight for government entities in the Emirate of Dubai.
  • C. Dubai Government Human Resources Department chosen
    The Dubai Government Human Resources Department is the central authority responsible for developing and overseeing human capital policies, strategies, and regulations for the Government of Dubai’s public sector workforce.
  • D. ministries of the United Arab Emirates
    The ministries of the United Arab Emirates are federal government departments responsible for implementing national policies and administering public services across the country.
  • E. Government of Abu Dhabi
    The Government of Abu Dhabi is the ruling authority of the Emirate of Abu Dhabi, overseeing its political administration, economic development, and strategic state-owned enterprises.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: serviceBeneficiary
Context triple: [Dubai Government Workshop, serviceBeneficiary, Dubai government departments]
  • A. beneficiaries
    Indicates that certain entities receive advantages, profits, or positive outcomes from an action, event, or arrangement.
  • B. beneficiaryType
    Indicates the type or category of beneficiary that receives or is intended to receive the benefit or outcome of an action or resource.
  • C. beneficiaryRole chosen
    Indicates that one entity serves as the beneficiary or recipient of an action, service, or resource provided by another entity.
  • D. eligibleBeneficiaries
    Indicates that certain parties meet the required conditions to receive benefits or entitlements under a given rule or program.
  • E. beneficiaryMayHave
    Indicates that a beneficiary is allowed or permitted to possess, receive, or be associated with something.
  • F. None of above.

Provenance (4 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_69d85a113ee881908e297a1d38dd79fa completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03ccef14c819099c5ebe962e7f867 completed April 16, 2026, 1:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff133d171c8190918c9624bcdb7451 completed May 9, 2026, 10:58 a.m.
PD Predicate disambiguation batch_69deca935e2c8190b640987ddfc542b9 completed April 14, 2026, 11:15 p.m.
Created at: April 10, 2026, 3:15 a.m.