Triple

T9660410
Position Surface form Disambiguated ID Type / Status
Subject Royal Malaysia Police E233573 entity
Predicate hasUnit P35 FINISHED
Object Marine Operations Force
The Marine Operations Force is the maritime law enforcement and policing branch of the Royal Malaysia Police responsible for security and order in Malaysian waters and coastal areas.
E812710 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: Marine Operations Force | Statement: [Royal Malaysia Police, hasUnit, Marine Operations Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marine Operations Force
Context triple: [Royal Malaysia Police, hasUnit, Marine Operations Force]
  • A. Mine Countermeasures Force North
    Mine Countermeasures Force North was the former name of Standing NATO Mine Countermeasures Group 1, a multinational NATO naval unit specializing in mine countermeasure operations in Northern European waters.
  • B. Maritime Operations Group
    The Maritime Operations Group is a Royal Canadian Navy formation responsible for organizing, training, and deploying Atlantic-based naval forces for operational missions.
  • C. Sealift Amphibious Force
    The Sealift Amphibious Force is a Philippine Navy unit responsible for transporting troops, equipment, and supplies by sea and supporting amphibious operations.
  • D. II Marine Expeditionary Force
    II Marine Expeditionary Force is a major U.S. Marine Corps warfighting organization based on the East Coast that provides rapidly deployable, air-ground-logistics forces for global operations.
  • E. Naval Security Force
    The Naval Security Force is a specialized unit of the Royal Thai Navy responsible for protecting naval installations, assets, and personnel through security, defense, and law-enforcement duties.
  • 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: Marine Operations Force
Triple: [Royal Malaysia Police, hasUnit, Marine Operations Force]
Generated description
The Marine Operations Force is the maritime law enforcement and policing branch of the Royal Malaysia Police responsible for security and order in Malaysian waters and coastal areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marine Operations Force
Target entity description: The Marine Operations Force is the maritime law enforcement and policing branch of the Royal Malaysia Police responsible for security and order in Malaysian waters and coastal areas.
  • A. Mine Countermeasures Force North
    Mine Countermeasures Force North was the former name of Standing NATO Mine Countermeasures Group 1, a multinational NATO naval unit specializing in mine countermeasure operations in Northern European waters.
  • B. Maritime Operations Group
    The Maritime Operations Group is a Royal Canadian Navy formation responsible for organizing, training, and deploying Atlantic-based naval forces for operational missions.
  • C. Sealift Amphibious Force
    The Sealift Amphibious Force is a Philippine Navy unit responsible for transporting troops, equipment, and supplies by sea and supporting amphibious operations.
  • D. II Marine Expeditionary Force
    II Marine Expeditionary Force is a major U.S. Marine Corps warfighting organization based on the East Coast that provides rapidly deployable, air-ground-logistics forces for global operations.
  • E. Naval Security Force
    The Naval Security Force is a specialized unit of the Royal Thai Navy responsible for protecting naval installations, assets, and personnel through security, defense, and law-enforcement duties.
  • 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_69ca848d3b6c8190ae98ea554dea58df completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9c08d0d0819086426ad6891b18db completed April 1, 2026, 10:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69d18a0ff7548190ae438c4a334058ac completed April 4, 2026, 10 p.m.
NEDg Description generation batch_69d18a8e0fbc8190912439815bab4677 completed April 4, 2026, 10:02 p.m.
NED2 Entity disambiguation (via description) batch_69d18afe54c88190846a873443aa56ef completed April 4, 2026, 10:04 p.m.
Created at: March 30, 2026, 8:14 p.m.