Triple

T22280440
Position Surface form Disambiguated ID Type / Status
Subject Mandailing Natal Regency E550716 entity
Predicate capital P234 FINISHED
Object Panyabungan
Panyabungan is the main urban and administrative center of Mandailing Natal Regency in North Sumatra, Indonesia.
 E1527887 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: Panyabungan | Statement: [Mandailing Natal Regency, capital, Panyabungan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Panyabungan
Context triple: [Mandailing Natal Regency, capital, Panyabungan]
  • A. Bussang
    Bussang is a commune in northeastern France’s Vosges department, known as a mountain resort and gateway to the Vosges range near the source of the Moselle River.
  • B. Bongao
    Bongao is a coastal municipality and commercial hub in the southern Philippines, serving as the main gateway and administrative center of the Tawi-Tawi island province.
  • C. Nambalan
    Nambalan is a barangay (village-level administrative division) of the municipality of Santa Ignacia in the province of Tarlac, Philippines.
  • D. Bayambang
    Bayambang is a municipality in the province of Pangasinan in the Philippines, known for its agricultural economy and historical significance dating back to the Spanish colonial period.
  • E. Itogon
    Itogon is a mountainous municipality in Benguet province in the Philippines, known for its mining industry and scenic river valleys.
  • 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: Panyabungan
Triple: [Mandailing Natal Regency, capital, Panyabungan]
Generated description
Panyabungan is the main urban and administrative center of Mandailing Natal Regency in North Sumatra, Indonesia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Panyabungan
Target entity description: Panyabungan is the main urban and administrative center of Mandailing Natal Regency in North Sumatra, Indonesia.
  • A. Bussang
    Bussang is a commune in northeastern France’s Vosges department, known as a mountain resort and gateway to the Vosges range near the source of the Moselle River.
  • B. Bongao
    Bongao is a coastal municipality and commercial hub in the southern Philippines, serving as the main gateway and administrative center of the Tawi-Tawi island province.
  • C. Nambalan
    Nambalan is a barangay (village-level administrative division) of the municipality of Santa Ignacia in the province of Tarlac, Philippines.
  • D. Bayambang
    Bayambang is a municipality in the province of Pangasinan in the Philippines, known for its agricultural economy and historical significance dating back to the Spanish colonial period.
  • E. Itogon
    Itogon is a mountainous municipality in Benguet province in the Philippines, known for its mining industry and scenic river valleys.
  • 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_69e11e44d538819097c6b8f333af3352 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f14eab4f848190b1a8ba70f9fb0581 completed April 29, 2026, 12:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0abca837a88190a702e1c355daf62c completed May 18, 2026, 7:15 a.m.
NEDg Description generation batch_6a0abd869d648190afc51d46218298b4 completed May 18, 2026, 7:19 a.m.
NED2 Entity disambiguation (via description) batch_6a0abe0eeacc81909ede43d28c97c12c completed May 18, 2026, 7:21 a.m.
Created at: April 16, 2026, 8:40 p.m.