Triple

T7208361
Position Surface form Disambiguated ID Type / Status
Subject Central Malayo-Polynesian languages E148732 entity
Predicate hasSubgroup P747 FINISHED
Object 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.
E650920 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: Southeast Maluku languages | Statement: [Central Malayo-Polynesian languages, hasSubgroup, Southeast Maluku languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Southeast Maluku languages
Context triple: [Central Malayo-Polynesian languages, hasSubgroup, Southeast Maluku languages]
  • A. 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.
  • B. Tanimbar languages
    The Tanimbar languages are a subgroup of Austronesian languages spoken primarily in the Tanimbar Islands of eastern Indonesia.
  • C. 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.
  • D. Flores–Lembata languages
    The Flores–Lembata languages are a subgroup of Austronesian languages spoken on the islands of Flores and Lembata in eastern Indonesia, known for their distinctive phonological and grammatical features within the 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: Southeast Maluku languages
Triple: [Central Malayo-Polynesian languages, hasSubgroup, Southeast Maluku languages]
Generated description
The Southeast Maluku languages are a group of closely related Austronesian languages spoken in the southeastern part of Indonesia’s Maluku Islands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Southeast Maluku languages
Target entity description: The Southeast Maluku languages are a group of closely related Austronesian languages spoken in the southeastern part of Indonesia’s Maluku Islands.
  • A. 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.
  • B. Tanimbar languages
    The Tanimbar languages are a subgroup of Austronesian languages spoken primarily in the Tanimbar Islands of eastern Indonesia.
  • C. 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.
  • D. Flores–Lembata languages
    The Flores–Lembata languages are a subgroup of Austronesian languages spoken on the islands of Flores and Lembata in eastern Indonesia, known for their distinctive phonological and grammatical features within the 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_69c687e8cf188190b5f3ecffd681f04e completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6e96ae4dc8190b0b9e064ff968c10 completed March 27, 2026, 8:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cbf0c014819088f80fccfc1d2341 completed March 28, 2026, 12:39 p.m.
NEDg Description generation batch_69c7cdb372c481908a09df2107ada8c3 completed March 28, 2026, 12:46 p.m.
NED2 Entity disambiguation (via description) batch_69c7cebb70c881908e851556b678342a completed March 28, 2026, 12:51 p.m.
Created at: March 27, 2026, 2:52 p.m.