Triple
T20780973
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port of Dammam |
E511477
|
entity |
| Predicate | servesPortCluster |
P141520
|
FINISHED |
| Object | Dammam metropolitan industrial cluster |
—
|
NE NERFINISHED |
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: Dammam metropolitan industrial cluster | Statement: [Port of Dammam, servesPortCluster, Dammam metropolitan industrial cluster]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dammam metropolitan industrial cluster Context triple: [Port of Dammam, servesPortCluster, Dammam metropolitan industrial cluster]
-
A.
Ras Al Khair Industrial City
Ras Al Khair Industrial City is a major Saudi industrial hub on the Arabian Gulf, known for its large-scale mining, minerals processing, and maritime industries.
-
B.
Dammam–Khobar–Dhahran urban network
chosen
The Dammam–Khobar–Dhahran urban network is a major metropolitan area in Saudi Arabia’s Eastern Province that integrates the cities of Dammam, Khobar, and Dhahran into a single, closely connected urban and economic hub.
-
C.
Jubail
Jubail is a major industrial and port city on Saudi Arabia’s eastern coast, known for its large petrochemical complexes and strategic maritime facilities.
-
D.
Jeddah Economic City
Jeddah Economic City is a large-scale urban development project in Jeddah, Saudi Arabia, planned as a modern commercial and residential hub anchored by the landmark Kingdom Tower.
-
E.
Jazan Economic City
Jazan Economic City is a major industrial and logistics hub in southwestern Saudi Arabia, developed to diversify the regional economy and support sectors such as heavy industry, energy, and maritime trade.
- 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: servesPortCluster Context triple: [Port of Dammam, servesPortCluster, Dammam metropolitan industrial cluster]
-
A.
servedPorts
Indicates that a network service or device makes specific ports available to accept incoming connections or traffic.
-
B.
relatedPortCluster
Indicates that one port cluster is associated with or connected to another port cluster in a relevant operational or logical way.
-
C.
formsPortClusterWith
Indicates that one port is grouped or associated with another port as part of the same port cluster.
-
D.
exportPort
Indicates the port or harbor from which goods, resources, or data are sent out from one location or entity to another.
-
E.
registryPort
Indicates the network port number on which a registry service is exposed or accessed.
- F. None of above. chosen
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_69e0b4cac7a48190a715cb3d545df2b4 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c287b5288190823766fe59402d48 |
completed | April 21, 2026, 12:19 a.m. |
| PD | Predicate disambiguation | batch_69e5c0550ec481908a0877fb2409d983 |
completed | April 20, 2026, 5:57 a.m. |
| PDg | Predicate description generation | batch_69e5c3cbe5788190b7ace43bfdac2ef6 |
completed | April 20, 2026, 6:12 a.m. |
Created at: April 16, 2026, 12:37 p.m.