Triple

T1805283
Position Surface form Disambiguated ID Type / Status
Subject Border Security Force E40205 entity
Predicate hasSpecialUnit P1198 FINISHED
Object BSF Marine Battalion
The BSF Marine Battalion is a specialized maritime unit of India’s Border Security Force responsible for patrolling and securing the country’s riverine and coastal borders.
E201126 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: BSF Marine Battalion | Statement: [Border Security Force, hasSpecialUnit, BSF Marine Battalion]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: BSF Marine Battalion
Context triple: [Border Security Force, hasSpecialUnit, BSF Marine Battalion]
  • A. Naval Combat Engineering Brigade
    The Naval Combat Engineering Brigade is a specialized unit of the Philippine Navy responsible for military engineering, construction, and infrastructure support for naval and amphibious operations.
  • B. Marine Raider Regiment
    The Marine Raider Regiment is an elite U.S. Marine Corps special operations unit specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
  • C. 31st Marine Expeditionary Unit
    The 31st Marine Expeditionary Unit is a forward-deployed, amphibious Marine Air-Ground Task Force based in the Indo-Pacific region, specializing in rapid crisis response and expeditionary operations.
  • D. Marine Unit
    The Marine Unit is a specialized division of the Massachusetts State Police responsible for law enforcement, search and rescue, and safety operations on the state's coastal and inland waterways.
  • E. Marine Unit
    The Marine Unit is a specialized division of the Bermuda Police Service responsible for law enforcement, search and rescue, and maritime safety within Bermuda’s territorial waters.
  • 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: BSF Marine Battalion
Triple: [Border Security Force, hasSpecialUnit, BSF Marine Battalion]
Generated description
The BSF Marine Battalion is a specialized maritime unit of India’s Border Security Force responsible for patrolling and securing the country’s riverine and coastal borders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: BSF Marine Battalion
Target entity description: The BSF Marine Battalion is a specialized maritime unit of India’s Border Security Force responsible for patrolling and securing the country’s riverine and coastal borders.
  • A. Naval Combat Engineering Brigade
    The Naval Combat Engineering Brigade is a specialized unit of the Philippine Navy responsible for military engineering, construction, and infrastructure support for naval and amphibious operations.
  • B. Marine Raider Regiment
    The Marine Raider Regiment is an elite U.S. Marine Corps special operations unit specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
  • C. 31st Marine Expeditionary Unit
    The 31st Marine Expeditionary Unit is a forward-deployed, amphibious Marine Air-Ground Task Force based in the Indo-Pacific region, specializing in rapid crisis response and expeditionary operations.
  • D. Marine Unit
    The Marine Unit is a specialized division of the Massachusetts State Police responsible for law enforcement, search and rescue, and safety operations on the state's coastal and inland waterways.
  • E. Marine Unit
    The Marine Unit is a specialized division of the Bermuda Police Service responsible for law enforcement, search and rescue, and maritime safety within Bermuda’s territorial waters.
  • 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_69a88643a3388190a612f2ebe1fb29e7 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa659798b88190bd3070349ce6bebb completed March 6, 2026, 5:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5df20948190943a60c209270b62 completed March 8, 2026, 5:46 p.m.
NEDg Description generation batch_69adb69c149081908b5b819c068a1ce2 completed March 8, 2026, 5:49 p.m.
NED2 Entity disambiguation (via description) batch_69adb8be528c819092a5e22b099fc2a0 completed March 8, 2026, 5:58 p.m.
Created at: March 4, 2026, 7:32 p.m.