Triple

T8728783
Position Surface form Disambiguated ID Type / Status
Subject Indo-Nepal border E207197 entity
Predicate borderManagementInvolves P36604 FINISHED
Object Nepalese security forces
Nepalese security forces are the national military and law enforcement agencies of Nepal responsible for maintaining internal security, safeguarding borders, and responding to emergencies and conflicts.
E753435 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: Nepalese security forces | Statement: [Indo-Nepal border, borderManagementInvolves, Nepalese security forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nepalese security forces
Context triple: [Indo-Nepal border, borderManagementInvolves, Nepalese security forces]
  • A. Armed Police Force, Nepal
    The Armed Police Force, Nepal is a paramilitary security organization responsible for internal security, border protection, and disaster response across the country.
  • B. Nepal Police
    Nepal Police is the national civil law enforcement agency of Nepal responsible for maintaining public order, enforcing laws, and providing security across the country.
  • C. Royal Nepalese Army
    The Royal Nepalese Army was the national military force of the Kingdom of Nepal, central to the monarchy’s authority and heavily involved in the country’s internal conflicts and security operations.
  • D. People’s Liberation Army (Nepal)
    The People’s Liberation Army (Nepal) was the military force of the Maoist insurgents during Nepal’s civil war, fighting to overthrow the monarchy and establish a republican state.
  • E. People's Security Force
    The People's Security Force is a specialized branch of Vietnam's internal security apparatus responsible for intelligence, counter-espionage, and protecting national security.
  • 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: Nepalese security forces
Triple: [Indo-Nepal border, borderManagementInvolves, Nepalese security forces]
Generated description
Nepalese security forces are the national military and law enforcement agencies of Nepal responsible for maintaining internal security, safeguarding borders, and responding to emergencies and conflicts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nepalese security forces
Target entity description: Nepalese security forces are the national military and law enforcement agencies of Nepal responsible for maintaining internal security, safeguarding borders, and responding to emergencies and conflicts.
  • A. Armed Police Force, Nepal
    The Armed Police Force, Nepal is a paramilitary security organization responsible for internal security, border protection, and disaster response across the country.
  • B. Nepal Police
    Nepal Police is the national civil law enforcement agency of Nepal responsible for maintaining public order, enforcing laws, and providing security across the country.
  • C. Royal Nepalese Army
    The Royal Nepalese Army was the national military force of the Kingdom of Nepal, central to the monarchy’s authority and heavily involved in the country’s internal conflicts and security operations.
  • D. People’s Liberation Army (Nepal)
    The People’s Liberation Army (Nepal) was the military force of the Maoist insurgents during Nepal’s civil war, fighting to overthrow the monarchy and establish a republican state.
  • E. People's Security Force
    The People's Security Force is a specialized branch of Vietnam's internal security apparatus responsible for intelligence, counter-espionage, and protecting national security.
  • 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_69ca8358e4008190898471a59b96c301 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d19fdc88190860e0c9c93ab79ce completed March 31, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf2923abc48190a5b6027c2e4f1db7 completed April 3, 2026, 2:42 a.m.
NEDg Description generation batch_69cf2bd42e6081908e016303eeb2241f completed April 3, 2026, 2:54 a.m.
NED2 Entity disambiguation (via description) batch_69cf2ce47b748190b883063dc3e5d16b completed April 3, 2026, 2:58 a.m.
Created at: March 30, 2026, 6:37 p.m.