Triple

T6647114
Position Surface form Disambiguated ID Type / Status
Subject Central Maluku languages E150728 entity
Predicate includesLanguage P2177 FINISHED
Object Laha language (Central Maluku)
Laha is an Austronesian language of the Central Maluku subgroup spoken by a small community in Indonesia’s Maluku Islands.
 E609562 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: Laha language (Central Maluku) | Statement: [Central Maluku languages, includesLanguage, Laha language (Central Maluku)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Laha language (Central Maluku)
Context triple: [Central Maluku languages, includesLanguage, Laha language (Central Maluku)]
  • A. Laka language
    Laka language is a lesser-known Adamawa–Ubangi language spoken in parts of Central Africa, particularly in Chad and neighboring regions.
  • B. Central Maluku languages
    Central Maluku languages are a subgroup of Austronesian languages spoken primarily in the central region of the Maluku Islands in eastern Indonesia.
  • C. Selayar language
    The Selayar language is an Austronesian language spoken primarily on Selayar Island in South Sulawesi, Indonesia.
  • D. Kula – Malasanga languages
    The Kula–Malasanga languages are a small subgroup of closely related Austronesian languages spoken in parts of the western Pacific region.
  • E. Celebic–South Halmahera languages
    The Celebic–South Halmahera languages are a proposed subgroup of Austronesian languages spoken primarily in Sulawesi and the southern Halmahera region of eastern 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: Laha language (Central Maluku)
Triple: [Central Maluku languages, includesLanguage, Laha language (Central Maluku)]
Generated description
Laha is an Austronesian language of the Central Maluku subgroup spoken by a small community in Indonesia’s Maluku Islands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Laha language (Central Maluku)
Target entity description: Laha is an Austronesian language of the Central Maluku subgroup spoken by a small community in Indonesia’s Maluku Islands.
  • A. Laka language
    Laka language is a lesser-known Adamawa–Ubangi language spoken in parts of Central Africa, particularly in Chad and neighboring regions.
  • B. Central Maluku languages
    Central Maluku languages are a subgroup of Austronesian languages spoken primarily in the central region of the Maluku Islands in eastern Indonesia.
  • C. Selayar language
    The Selayar language is an Austronesian language spoken primarily on Selayar Island in South Sulawesi, Indonesia.
  • D. Kula – Malasanga languages
    The Kula–Malasanga languages are a small subgroup of closely related Austronesian languages spoken in parts of the western Pacific region.
  • E. Celebic–South Halmahera languages
    The Celebic–South Halmahera languages are a proposed subgroup of Austronesian languages spoken primarily in Sulawesi and the southern Halmahera region of eastern 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_69c687f1a3048190828b7342f7125d5c completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b01cecc48190a6d2c26d8d5ab80c completed March 27, 2026, 4:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6eef6def8819084bccdf6f11e63da completed March 27, 2026, 8:56 p.m.
NEDg Description generation batch_69c6f0a1149c8190af55a613eada84b6 completed March 27, 2026, 9:03 p.m.
NED2 Entity disambiguation (via description) batch_69c6f17ccd7c8190918e03b114f4f064 completed March 27, 2026, 9:07 p.m.
Created at: March 27, 2026, 2 p.m.