Triple

T200732
Position Surface form Disambiguated ID Type / Status
Subject Austronesian languages E4098 entity
Predicate hasSubfamily P747 FINISHED
Object Palauan language group (Micronesia)
The Palauan language group (Micronesia) is a branch of the Austronesian language family spoken primarily in the Republic of Palau in western Micronesia.
 E27406 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: Palauan language group (Micronesia) | Statement: [Austronesian languages, hasSubfamily, Palauan language group (Micronesia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Palauan language group (Micronesia)
Context triple: [Austronesian languages, hasSubfamily, Palauan language group (Micronesia)]
  • A. Marshallese language group
    The Marshallese language group is a branch of the Austronesian language family comprising the indigenous languages spoken in the Marshall Islands in the central Pacific Ocean.
  • B. Gilbertese language group
    The Gilbertese language group is a subfamily of Austronesian languages spoken primarily in Kiribati and nearby Pacific islands, characterized by closely related Micronesian languages.
  • C. Chuukic–Pohnpeic languages
    The Chuukic–Pohnpeic languages are a group of closely related Micronesian languages spoken primarily in the central and eastern Caroline Islands of the western Pacific.
  • D. Tokelauan language group
    The Tokelauan language group is a small Polynesian subgroup of the Austronesian language family, primarily spoken in Tokelau and closely related to other Polynesian languages.
  • E. Ryukyuan languages
    The Ryukyuan languages are a group of closely related but distinct Japonic languages traditionally spoken in Japan’s Ryukyu Islands, many of which are now endangered.
  • 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: Palauan language group (Micronesia)
Triple: [Austronesian languages, hasSubfamily, Palauan language group (Micronesia)]
Generated description
The Palauan language group (Micronesia) is a branch of the Austronesian language family spoken primarily in the Republic of Palau in western Micronesia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Palauan language group (Micronesia)
Target entity description: The Palauan language group (Micronesia) is a branch of the Austronesian language family spoken primarily in the Republic of Palau in western Micronesia.
  • A. Marshallese language group
    The Marshallese language group is a branch of the Austronesian language family comprising the indigenous languages spoken in the Marshall Islands in the central Pacific Ocean.
  • B. Gilbertese language group
    The Gilbertese language group is a subfamily of Austronesian languages spoken primarily in Kiribati and nearby Pacific islands, characterized by closely related Micronesian languages.
  • C. Chuukic–Pohnpeic languages
    The Chuukic–Pohnpeic languages are a group of closely related Micronesian languages spoken primarily in the central and eastern Caroline Islands of the western Pacific.
  • D. Tokelauan language group
    The Tokelauan language group is a small Polynesian subgroup of the Austronesian language family, primarily spoken in Tokelau and closely related to other Polynesian languages.
  • E. Ryukyuan languages
    The Ryukyuan languages are a group of closely related but distinct Japonic languages traditionally spoken in Japan’s Ryukyu Islands, many of which are now endangered.
  • 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_69a33e3dc3008190a021d1b18438b773 completed Feb. 28, 2026, 7:13 p.m.
NEDg Description generation batch_69a33e9b9db0819087e95e2734807ce1 completed Feb. 28, 2026, 7:14 p.m.
NED2 Entity disambiguation (via description) batch_69a33ef2d5208190ba605b270f7ce5df completed Feb. 28, 2026, 7:16 p.m.
Created at: Feb. 28, 2026, 2:44 a.m.