Triple

T7379701
Position Surface form Disambiguated ID Type / Status
Subject Maluku peoples E170214 entity
Predicate languageFamily P1047 FINISHED
Object North Halmahera languages
The North Halmahera languages are a small group of Papuan (non-Austronesian) languages spoken primarily in the northern part of Halmahera and nearby islands in eastern Indonesia.
 E660557 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: North Halmahera languages | Statement: [Maluku peoples, languageFamily, North Halmahera languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North Halmahera languages
Context triple: [Maluku peoples, languageFamily, North Halmahera languages]
  • A. 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.
  • B. Tanimbar languages
    The Tanimbar languages are a subgroup of Austronesian languages spoken primarily in the Tanimbar Islands of eastern Indonesia.
  • C. Southeast Maluku languages
    The Southeast Maluku languages are a group of closely related Austronesian languages spoken in the southeastern part of Indonesia’s Maluku Islands.
  • D. South Halmahera–West New Guinea languages
    The South Halmahera–West New Guinea languages are a subgroup of Austronesian languages spoken in eastern Indonesia, particularly in southern Halmahera and along the western coast of New Guinea.
  • E. Sulawesi languages
    The Sulawesi languages are a diverse group of Austronesian languages spoken on the Indonesian island of Sulawesi, known for their complex typological variation and significant internal linguistic diversity.
  • 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: North Halmahera languages
Triple: [Maluku peoples, languageFamily, North Halmahera languages]
Generated description
The North Halmahera languages are a small group of Papuan (non-Austronesian) languages spoken primarily in the northern part of Halmahera and nearby islands in eastern Indonesia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North Halmahera languages
Target entity description: The North Halmahera languages are a small group of Papuan (non-Austronesian) languages spoken primarily in the northern part of Halmahera and nearby islands in eastern Indonesia.
  • A. 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.
  • B. Tanimbar languages
    The Tanimbar languages are a subgroup of Austronesian languages spoken primarily in the Tanimbar Islands of eastern Indonesia.
  • C. Southeast Maluku languages
    The Southeast Maluku languages are a group of closely related Austronesian languages spoken in the southeastern part of Indonesia’s Maluku Islands.
  • D. South Halmahera–West New Guinea languages
    The South Halmahera–West New Guinea languages are a subgroup of Austronesian languages spoken in eastern Indonesia, particularly in southern Halmahera and along the western coast of New Guinea.
  • E. Sulawesi languages
    The Sulawesi languages are a diverse group of Austronesian languages spoken on the Indonesian island of Sulawesi, known for their complex typological variation and significant internal linguistic diversity.
  • 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_69c68a5d0ed08190b6d361e68f813330 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f1c61484819087874d4e7f9fd791 completed March 27, 2026, 9:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69c802d86da48190a1311c5c52a5f296 completed March 28, 2026, 4:33 p.m.
NEDg Description generation batch_69c80537c28c8190b1f6aff6da60d126 completed March 28, 2026, 4:43 p.m.
NED2 Entity disambiguation (via description) batch_69c8059f89d08190be588df20c668408 completed March 28, 2026, 4:45 p.m.
Created at: March 27, 2026, 3:08 p.m.