Triple
T6740449
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Egyptian security establishment |
E154065
|
entity |
| Predicate | cooperatesWith |
P435
|
FINISHED |
| Object |
Gulf security services
Gulf security services are the internal and external security and intelligence apparatuses of the Arab Gulf states, responsible for maintaining regime stability, counterterrorism, and regional security coordination.
|
E615328
|
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: Gulf security services | Statement: [Egyptian security establishment, cooperatesWith, Gulf security services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gulf security services Context triple: [Egyptian security establishment, cooperatesWith, Gulf security services]
-
A.
Gulf American Land Corporation
Gulf American Land Corporation was a mid-20th-century real estate development company notorious for large-scale, speculative land sales in Florida, particularly during the postwar land boom.
-
B.
United Global Services
United Global Services is United Airlines’ invitation-only, highest-level elite status program offering exceptionally personalized service and exclusive travel benefits to its most valuable customers.
-
C.
Dubai Civil Defense
Dubai Civil Defense is the government agency responsible for fire protection, emergency response, and civil safety services throughout the Emirate of Dubai.
-
D.
TECOM Group
TECOM Group is a Dubai-based business park developer and operator known for creating and managing specialized free zones and industry-focused communities across sectors such as media, technology, education, and science.
-
E.
Royal Commission for Jubail and Yanbu
The Royal Commission for Jubail and Yanbu is a Saudi government authority responsible for planning, developing, and managing the major industrial cities of Jubail and Yanbu.
- 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: Gulf security services Triple: [Egyptian security establishment, cooperatesWith, Gulf security services]
Generated description
Gulf security services are the internal and external security and intelligence apparatuses of the Arab Gulf states, responsible for maintaining regime stability, counterterrorism, and regional security coordination.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gulf security services Target entity description: Gulf security services are the internal and external security and intelligence apparatuses of the Arab Gulf states, responsible for maintaining regime stability, counterterrorism, and regional security coordination.
-
A.
Gulf American Land Corporation
Gulf American Land Corporation was a mid-20th-century real estate development company notorious for large-scale, speculative land sales in Florida, particularly during the postwar land boom.
-
B.
United Global Services
United Global Services is United Airlines’ invitation-only, highest-level elite status program offering exceptionally personalized service and exclusive travel benefits to its most valuable customers.
-
C.
Dubai Civil Defense
Dubai Civil Defense is the government agency responsible for fire protection, emergency response, and civil safety services throughout the Emirate of Dubai.
-
D.
TECOM Group
TECOM Group is a Dubai-based business park developer and operator known for creating and managing specialized free zones and industry-focused communities across sectors such as media, technology, education, and science.
-
E.
Royal Commission for Jubail and Yanbu
The Royal Commission for Jubail and Yanbu is a Saudi government authority responsible for planning, developing, and managing the major industrial cities of Jubail and Yanbu.
- 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_69c6880d84d8819095d19de2295f26ac |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d18971e081908372cd25d52a11bd |
completed | March 27, 2026, 6:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c70b0fb79c8190ae9871b7b2d9d733 |
completed | March 27, 2026, 10:56 p.m. |
| NEDg | Description generation | batch_69c70c4111848190906b0e43cf4ae325 |
completed | March 27, 2026, 11:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c70cbb8644819091a8a9c061dfd605 |
completed | March 27, 2026, 11:03 p.m. |
Created at: March 27, 2026, 2:10 p.m.