Triple

T200686
Position Surface form Disambiguated ID Type / Status
Subject Austronesian languages E4098 entity
Predicate hasSubfamily P747 FINISHED
Object 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.
 E32484 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: Flores–Lembata languages | Statement: [Austronesian languages, hasSubfamily, Flores–Lembata languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Flores–Lembata languages
Context triple: [Austronesian languages, hasSubfamily, Flores–Lembata languages]
  • A. Bima–Sumba languages
    The Bima–Sumba languages are a subgroup of Austronesian languages spoken primarily on the islands of Sumbawa and Sumba in eastern Indonesia.
  • B. Gorontalo–Mongondow languages
    The Gorontalo–Mongondow languages are a group of closely related Austronesian languages spoken primarily in northern Sulawesi, Indonesia.
  • C. Meso-Melanesian languages
    The Meso-Melanesian languages are a subgroup of Oceanic Austronesian languages spoken primarily in parts of Papua New Guinea and the Solomon Islands.
  • D. 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.
  • E. Malayo-Polynesian languages
    Malayo-Polynesian languages are a major branch of the Austronesian language family spoken across Southeast Asia, Madagascar, and the Pacific, including languages such as Indonesian, Tagalog, Javanese, and Malagasy.
  • 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: Flores–Lembata languages
Triple: [Austronesian languages, hasSubfamily, Flores–Lembata languages]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Flores–Lembata languages
Target entity description: 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.
  • A. Bima–Sumba languages
    The Bima–Sumba languages are a subgroup of Austronesian languages spoken primarily on the islands of Sumbawa and Sumba in eastern Indonesia.
  • B. Gorontalo–Mongondow languages
    The Gorontalo–Mongondow languages are a group of closely related Austronesian languages spoken primarily in northern Sulawesi, Indonesia.
  • C. Meso-Melanesian languages
    The Meso-Melanesian languages are a subgroup of Oceanic Austronesian languages spoken primarily in parts of Papua New Guinea and the Solomon Islands.
  • D. 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.
  • E. Malayo-Polynesian languages
    Malayo-Polynesian languages are a major branch of the Austronesian language family spoken across Southeast Asia, Madagascar, and the Pacific, including languages such as Indonesian, Tagalog, Javanese, and Malagasy.
  • 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_69a254bca59881909a15e1496f1508c7 completed Feb. 28, 2026, 2:36 a.m.
NER Named-entity recognition batch_69a25be47ea881909c296b30a0d47a65 completed Feb. 28, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3736ce0148190971ea784bfd171a5 completed Feb. 28, 2026, 10:59 p.m.
NEDg Description generation batch_69a3745c4cb481908fb0ba52119fabbb completed Feb. 28, 2026, 11:03 p.m.
NED2 Entity disambiguation (via description) batch_69a374e12e9c819090217b5197c90ccf completed Feb. 28, 2026, 11:06 p.m.
Created at: Feb. 28, 2026, 2:44 a.m.