Triple
T16518186
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bahrain Ports and Maritime Affairs |
E401238
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
Bahrain Economic Development Board
The Bahrain Economic Development Board is a government agency responsible for attracting investment and supporting economic growth and diversification in the Kingdom of Bahrain.
|
E1218494
|
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: Bahrain Economic Development Board | Statement: [Bahrain Ports and Maritime Affairs, collaboratesWith, Bahrain Economic Development Board]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bahrain Economic Development Board Context triple: [Bahrain Ports and Maritime Affairs, collaboratesWith, Bahrain Economic Development Board]
-
A.
Bahrain Mumtalakat Holding Company
Bahrain Mumtalakat Holding Company is Bahrain’s sovereign wealth fund, managing and investing the government’s non-oil and gas commercial assets domestically and internationally.
-
B.
Jeddah Economic Company
Jeddah Economic Company is a Saudi real estate development firm best known for leading the ambitious Jeddah Tower (formerly Kingdom Tower) skyscraper project in Jeddah.
-
C.
Bahrain Ports and Maritime Affairs
Bahrain Ports and Maritime Affairs is the national authority responsible for regulating, managing, and developing Bahrain’s ports and maritime sector.
-
D.
Bahrain Airport Company
Bahrain Airport Company is the state-owned entity responsible for managing, developing, and operating Bahrain’s primary aviation hub and related airport services.
-
E.
Kuwait Fund for Arab Economic Development
The Kuwait Fund for Arab Economic Development is a state-owned Kuwaiti development finance institution that provides concessional loans and technical assistance to support economic and social development projects in Arab and other developing countries.
- 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: Bahrain Economic Development Board Triple: [Bahrain Ports and Maritime Affairs, collaboratesWith, Bahrain Economic Development Board]
Generated description
The Bahrain Economic Development Board is a government agency responsible for attracting investment and supporting economic growth and diversification in the Kingdom of Bahrain.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bahrain Economic Development Board Target entity description: The Bahrain Economic Development Board is a government agency responsible for attracting investment and supporting economic growth and diversification in the Kingdom of Bahrain.
-
A.
Bahrain Mumtalakat Holding Company
Bahrain Mumtalakat Holding Company is Bahrain’s sovereign wealth fund, managing and investing the government’s non-oil and gas commercial assets domestically and internationally.
-
B.
Jeddah Economic Company
Jeddah Economic Company is a Saudi real estate development firm best known for leading the ambitious Jeddah Tower (formerly Kingdom Tower) skyscraper project in Jeddah.
-
C.
Bahrain Ports and Maritime Affairs
Bahrain Ports and Maritime Affairs is the national authority responsible for regulating, managing, and developing Bahrain’s ports and maritime sector.
-
D.
Bahrain Airport Company
Bahrain Airport Company is the state-owned entity responsible for managing, developing, and operating Bahrain’s primary aviation hub and related airport services.
-
E.
Kuwait Fund for Arab Economic Development
The Kuwait Fund for Arab Economic Development is a state-owned Kuwaiti development finance institution that provides concessional loans and technical assistance to support economic and social development projects in Arab and other developing countries.
- 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_69d883838abc8190bc79cb2d41733ce2 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e32e7da2248190a540a5ef8686963d |
completed | April 18, 2026, 7:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a006086c0a881908976103f8a144f69 |
completed | May 10, 2026, 10:40 a.m. |
| NEDg | Description generation | batch_6a006133a9148190af5bc0cec8ad6695 |
completed | May 10, 2026, 10:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0061c85d5481909628c2fddbcf0d54 |
completed | May 10, 2026, 10:45 a.m. |
Created at: April 10, 2026, 5:14 a.m.