Triple

T1019149
Position Surface form Disambiguated ID Type / Status
Subject Batak E22000 entity
Predicate hasLanguage P15 FINISHED
Object Pakpak Dairi language
The Pakpak Dairi language is an Austronesian language spoken by the Pakpak (a subgroup of the Batak peoples) in northern Sumatra, Indonesia.
 E128855 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: Pakpak Dairi language | Statement: [Batak, hasLanguage, Pakpak Dairi language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pakpak Dairi language
Context triple: [Batak, hasLanguage, Pakpak Dairi language]
  • A. Karo Batak language
    The Karo Batak language is an Austronesian language spoken primarily by the Karo people of North Sumatra, Indonesia.
  • B. Toba Batak language
    Toba Batak language is an Austronesian language spoken primarily by the Toba Batak people of North Sumatra, Indonesia, known for its rich oral tradition and distinctive Batak script.
  • C. Simalungun language
    The Simalungun language is an Austronesian language spoken by the Simalungun subgroup of the Batak people in North Sumatra, Indonesia.
  • D. Minahasan languages
    Minahasan languages are a group of closely related Austronesian languages spoken by the Minahasan people in North Sulawesi, Indonesia.
  • E. Angkola language
    Angkola language is an Austronesian language of the Batak group spoken primarily by the Angkola people in North Sumatra, Indonesia.
  • 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: Pakpak Dairi language
Triple: [Batak, hasLanguage, Pakpak Dairi language]
Generated description
The Pakpak Dairi language is an Austronesian language spoken by the Pakpak (a subgroup of the Batak peoples) in northern Sumatra, Indonesia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pakpak Dairi language
Target entity description: The Pakpak Dairi language is an Austronesian language spoken by the Pakpak (a subgroup of the Batak peoples) in northern Sumatra, Indonesia.
  • A. Karo Batak language
    The Karo Batak language is an Austronesian language spoken primarily by the Karo people of North Sumatra, Indonesia.
  • B. Toba Batak language
    Toba Batak language is an Austronesian language spoken primarily by the Toba Batak people of North Sumatra, Indonesia, known for its rich oral tradition and distinctive Batak script.
  • C. Simalungun language
    The Simalungun language is an Austronesian language spoken by the Simalungun subgroup of the Batak people in North Sumatra, Indonesia.
  • D. Minahasan languages
    Minahasan languages are a group of closely related Austronesian languages spoken by the Minahasan people in North Sulawesi, Indonesia.
  • E. Angkola language
    Angkola language is an Austronesian language of the Batak group spoken primarily by the Angkola people in North Sumatra, Indonesia.
  • 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_69a493d6e380819097b384986ffc315c completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b7c6005081909d9e56114c532d14 completed March 1, 2026, 10:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac5381e020819094e02c3d20acab95 completed March 7, 2026, 4:34 p.m.
NEDg Description generation batch_69ac5562cfcc8190a360429aef88f159 completed March 7, 2026, 4:42 p.m.
NED2 Entity disambiguation (via description) batch_69ac55b9aae48190b35546b87eb82cd9 completed March 7, 2026, 4:43 p.m.
Created at: March 1, 2026, 7:41 p.m.