Triple

T23045314
Position Surface form Disambiguated ID Type / Status
Subject Komisi II DPR RI E573860 entity
Predicate oversees P46 FINISHED
Object Badan Nasional Pengelola Perbatasan
Badan Nasional Pengelola Perbatasan is Indonesia’s national agency responsible for formulating and implementing policies on the management, development, and security of the country’s land and maritime border areas.
 E1567748 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: Badan Nasional Pengelola Perbatasan | Statement: [Komisi II DPR RI, oversees, Badan Nasional Pengelola Perbatasan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Badan Nasional Pengelola Perbatasan
Context triple: [Komisi II DPR RI, oversees, Badan Nasional Pengelola Perbatasan]
  • A. Department of Border Management
    The Department of Border Management is a division of India’s Ministry of Home Affairs responsible for overseeing the development, security, and management of the country’s international borders.
  • B. BNPB
    BNPB is Indonesia’s central government agency responsible for coordinating and implementing national disaster risk reduction, preparedness, response, and recovery efforts.
  • C. Servicio Nacional de Fronteras
    Servicio Nacional de Fronteras is Panama’s specialized security force responsible for guarding and controlling the country’s land borders and adjacent areas.
  • D. Ministry of Border Affairs
    The Ministry of Border Affairs is a key Myanmar government ministry responsible for administering and overseeing the country’s border regions, historically under strong influence of the military.
  • E. Direction centrale de la police aux frontières
    The Direction centrale de la police aux frontières is the French national police directorate responsible for border control, immigration enforcement, and combating cross-border crime.
  • 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: Badan Nasional Pengelola Perbatasan
Triple: [Komisi II DPR RI, oversees, Badan Nasional Pengelola Perbatasan]
Generated description
Badan Nasional Pengelola Perbatasan is Indonesia’s national agency responsible for formulating and implementing policies on the management, development, and security of the country’s land and maritime border areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Badan Nasional Pengelola Perbatasan
Target entity description: Badan Nasional Pengelola Perbatasan is Indonesia’s national agency responsible for formulating and implementing policies on the management, development, and security of the country’s land and maritime border areas.
  • A. Department of Border Management
    The Department of Border Management is a division of India’s Ministry of Home Affairs responsible for overseeing the development, security, and management of the country’s international borders.
  • B. BNPB
    BNPB is Indonesia’s central government agency responsible for coordinating and implementing national disaster risk reduction, preparedness, response, and recovery efforts.
  • C. Servicio Nacional de Fronteras
    Servicio Nacional de Fronteras is Panama’s specialized security force responsible for guarding and controlling the country’s land borders and adjacent areas.
  • D. Ministry of Border Affairs
    The Ministry of Border Affairs is a key Myanmar government ministry responsible for administering and overseeing the country’s border regions, historically under strong influence of the military.
  • E. Direction centrale de la police aux frontières
    The Direction centrale de la police aux frontières is the French national police directorate responsible for border control, immigration enforcement, and combating cross-border crime.
  • 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_69e245b9c11481909d06c872214d21af completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1851811e08190a5af6a112687327e completed April 29, 2026, 4:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c0ada60608190990d6ab5b6366c35 completed May 19, 2026, 7:01 a.m.
NEDg Description generation batch_6a0c0bc891e88190879f2609a178ca70 completed May 19, 2026, 7:05 a.m.
NED2 Entity disambiguation (via description) batch_6a0c0c465a58819098012ea25933b890 completed May 19, 2026, 7:07 a.m.
Created at: April 17, 2026, 3:54 p.m.