Triple

T8420201
Position Surface form Disambiguated ID Type / Status
Subject Royal Malaysian Navy E198828 entity
Predicate secondaryNavalBase P32766 FINISHED
Object Sepanggar Naval Base
Sepanggar Naval Base is a key Royal Malaysian Navy installation in Sabah, Malaysia, serving as a major operational hub for naval activities in the South China Sea region.
E734140 NE FINISHED

How this triple was built (5 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: Sepanggar Naval Base | Statement: [Royal Malaysian Navy, secondaryNavalBase, Sepanggar Naval Base]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sepanggar Naval Base
Context triple: [Royal Malaysian Navy, secondaryNavalBase, Sepanggar Naval Base]
  • A. Changi Naval Base
    Changi Naval Base is Singapore’s primary naval facility, serving as a modern deep-water base that supports the Republic of Singapore Navy’s operations and hosts visiting foreign warships.
  • B. Port of Teluk Bayur
    The Port of Teluk Bayur is a major seaport on the west coast of Sumatra, Indonesia, serving as a key hub for regional trade and maritime transport.
  • C. Port of Merak
    The Port of Merak is a major ferry and cargo port in western Java, Indonesia, serving as a key gateway between Java and Sumatra across the Sunda Strait.
  • D. Pengerang Integrated Complex
    Pengerang Integrated Complex is a large-scale downstream oil and gas hub in Johor, Malaysia, integrating refining, petrochemical, and associated facilities.
  • E. Naval Air Station Morokrembangan
    Naval Air Station Morokrembangan was a major Dutch naval air base in the Dutch East Indies that served as a key hub for the Netherlands Naval Aviation Service before and during the early stages of World War II.
  • 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: Sepanggar Naval Base
Triple: [Royal Malaysian Navy, secondaryNavalBase, Sepanggar Naval Base]
Generated description
Sepanggar Naval Base is a key Royal Malaysian Navy installation in Sabah, Malaysia, serving as a major operational hub for naval activities in the South China Sea region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sepanggar Naval Base
Target entity description: Sepanggar Naval Base is a key Royal Malaysian Navy installation in Sabah, Malaysia, serving as a major operational hub for naval activities in the South China Sea region.
  • A. Changi Naval Base
    Changi Naval Base is Singapore’s primary naval facility, serving as a modern deep-water base that supports the Republic of Singapore Navy’s operations and hosts visiting foreign warships.
  • B. Port of Teluk Bayur
    The Port of Teluk Bayur is a major seaport on the west coast of Sumatra, Indonesia, serving as a key hub for regional trade and maritime transport.
  • C. Port of Merak
    The Port of Merak is a major ferry and cargo port in western Java, Indonesia, serving as a key gateway between Java and Sumatra across the Sunda Strait.
  • D. Pengerang Integrated Complex
    Pengerang Integrated Complex is a large-scale downstream oil and gas hub in Johor, Malaysia, integrating refining, petrochemical, and associated facilities.
  • E. Naval Air Station Morokrembangan
    Naval Air Station Morokrembangan was a major Dutch naval air base in the Dutch East Indies that served as a key hub for the Netherlands Naval Aviation Service before and during the early stages of World War II.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: secondaryNavalBase
Context triple: [Royal Malaysian Navy, secondaryNavalBase, Sepanggar Naval Base]
  • A. navalBaseType
    Indicates the specific category or classification of a naval base in terms of its role, function, or operational characteristics.
  • B. isNavalBase
    Indicates that a location functions as a naval base, serving as an operational facility or station for naval forces.
  • C. hasNavalFacility chosen
    Indicates that one entity possesses, hosts, or contains a naval facility (such as a naval base, port, or installation) associated with it.
  • D. largestNavalBaseIn
    Indicates that one entity is the largest naval base located within the specified geographic or political region.
  • E. navalAccess
    Indicates that one entity has the right or ability to use another entity’s naval facilities, waters, or maritime routes for military or strategic purposes.
  • F. None of above.

Provenance (6 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_69ca8312d63c8190bf133b676b44a385 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cb84c941988190884a5c0cbb44bcc2 completed March 31, 2026, 8:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce1d469a148190a6f018f758cba5eb completed April 2, 2026, 7:39 a.m.
NEDg Description generation batch_69ce1e3a269481908ea191ff28ea1313 completed April 2, 2026, 7:43 a.m.
NED2 Entity disambiguation (via description) batch_69ce1ef9fb208190a50b4d8a595f5fdb completed April 2, 2026, 7:47 a.m.
PD Predicate disambiguation batch_69cb70d70ea081909c3dc1bd2ec14f85 completed March 31, 2026, 6:59 a.m.
Created at: March 30, 2026, 6:06 p.m.