Triple

T1019151
Position Surface form Disambiguated ID Type / Status
Subject Batak E22000 entity
Predicate hasLanguage P15 FINISHED
Object Mandailing language
The Mandailing language is an Austronesian language spoken primarily by the Mandailing people of northern Sumatra, Indonesia, and is one of the Batak languages.
 E129721 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: Mandailing language | Statement: [Batak, hasLanguage, Mandailing language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mandailing language
Context triple: [Batak, hasLanguage, Mandailing language]
  • A. 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.
  • B. Minahasan languages
    Minahasan languages are a group of closely related Austronesian languages spoken by the Minahasan people in North Sulawesi, Indonesia.
  • C. Simalungun language
    The Simalungun language is an Austronesian language spoken by the Simalungun subgroup of the Batak people in North Sumatra, Indonesia.
  • D. 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.
  • E. Karo Batak language
    The Karo Batak language is an Austronesian language spoken primarily by the Karo people of 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: Mandailing language
Triple: [Batak, hasLanguage, Mandailing language]
Generated description
The Mandailing language is an Austronesian language spoken primarily by the Mandailing people of northern Sumatra, Indonesia, and is one of the Batak languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mandailing language
Target entity description: The Mandailing language is an Austronesian language spoken primarily by the Mandailing people of northern Sumatra, Indonesia, and is one of the Batak languages.
  • A. 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.
  • B. Minahasan languages
    Minahasan languages are a group of closely related Austronesian languages spoken by the Minahasan people in North Sulawesi, Indonesia.
  • C. Simalungun language
    The Simalungun language is an Austronesian language spoken by the Simalungun subgroup of the Batak people in North Sumatra, Indonesia.
  • D. 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.
  • E. Karo Batak language
    The Karo Batak language is an Austronesian language spoken primarily by the Karo people of 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_69ac59978cb4819098118b6348b8a55a completed March 7, 2026, 5 p.m.
NEDg Description generation batch_69ac5aad04f48190b04a57eeb9f83a18 completed March 7, 2026, 5:04 p.m.
NED2 Entity disambiguation (via description) batch_69ac5b0ff7708190b8b69e06f11b83d7 completed March 7, 2026, 5:06 p.m.
Created at: March 1, 2026, 7:41 p.m.