Triple

T9715001
Position Surface form Disambiguated ID Type / Status
Subject Royal Thai Marine Corps E235117 entity
Predicate garrison P75 FINISHED
Object Sattahip Naval Base
Sattahip Naval Base is a major Royal Thai Navy installation in eastern Thailand that serves as a key operational and logistical hub for Thailand’s maritime and marine forces.
E817064 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: Sattahip Naval Base | Statement: [Royal Thai Marine Corps, garrison, Sattahip Naval Base]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sattahip Naval Base
Context triple: [Royal Thai Marine Corps, garrison, Sattahip Naval Base]
  • A. Lumut Naval Base
    Lumut Naval Base is a major Royal Malaysian Navy installation located in Lumut, Perak, serving as one of the country's primary naval operations and support centers.
  • B. Sattahip Commercial Port
    Sattahip Commercial Port is a major deep-sea port in Thailand that supports both commercial maritime trade and naval operations on the country’s eastern seaboard.
  • C. Port of Subic
    Port of Subic is a major international seaport and freeport zone in the Philippines that serves as a key hub for maritime trade, logistics, and industrial activities in the Subic Bay area.
  • D. 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.
  • E. U-Tapao Royal Thai Navy Airfield
    U-Tapao Royal Thai Navy Airfield is a major Thai naval air base in eastern Thailand that also supports joint military operations and serves as part of the region’s international airport complex.
  • 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: Sattahip Naval Base
Triple: [Royal Thai Marine Corps, garrison, Sattahip Naval Base]
Generated description
Sattahip Naval Base is a major Royal Thai Navy installation in eastern Thailand that serves as a key operational and logistical hub for Thailand’s maritime and marine forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sattahip Naval Base
Target entity description: Sattahip Naval Base is a major Royal Thai Navy installation in eastern Thailand that serves as a key operational and logistical hub for Thailand’s maritime and marine forces.
  • A. Lumut Naval Base
    Lumut Naval Base is a major Royal Malaysian Navy installation located in Lumut, Perak, serving as one of the country's primary naval operations and support centers.
  • B. Sattahip Commercial Port
    Sattahip Commercial Port is a major deep-sea port in Thailand that supports both commercial maritime trade and naval operations on the country’s eastern seaboard.
  • C. Port of Subic
    Port of Subic is a major international seaport and freeport zone in the Philippines that serves as a key hub for maritime trade, logistics, and industrial activities in the Subic Bay area.
  • D. 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.
  • E. U-Tapao Royal Thai Navy Airfield
    U-Tapao Royal Thai Navy Airfield is a major Thai naval air base in eastern Thailand that also supports joint military operations and serves as part of the region’s international airport complex.
  • 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_69ca84cd8fa0819090a5e243ceb37003 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9e0a1b548190b34c8571751ca1d3 completed April 1, 2026, 10:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69d19f900ca08190a52f042feab2afa3 completed April 4, 2026, 11:32 p.m.
NEDg Description generation batch_69d1a181f10081908bfb0fae5a08462f completed April 4, 2026, 11:40 p.m.
NED2 Entity disambiguation (via description) batch_69d1a228b8488190a5a61f3468e92649 completed April 4, 2026, 11:43 p.m.
Created at: March 30, 2026, 8:20 p.m.