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.