Triple

T200729
Position Surface form Disambiguated ID Type / Status
Subject Austronesian languages E4098 entity
Predicate hasSubfamily P747 FINISHED
Object 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.
E27245 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: Chuukic–Pohnpeic languages | Statement: [Austronesian languages, hasSubfamily, Chuukic–Pohnpeic languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chuukic–Pohnpeic languages
Context triple: [Austronesian languages, hasSubfamily, Chuukic–Pohnpeic languages]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Austronesian languages
    Austronesian languages are a large and widely dispersed language family spoken across maritime Southeast Asia, Madagascar, the Pacific Islands, and parts of mainland Asia.
  • E. Penutian languages
    Penutian languages are a proposed family of Native American languages spoken primarily in the western United States, noted for their controversial genetic relationships and inclusion of several distinct regional language groups.
  • 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: Chuukic–Pohnpeic languages
Triple: [Austronesian languages, hasSubfamily, Chuukic–Pohnpeic languages]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chuukic–Pohnpeic languages
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Austronesian languages
    Austronesian languages are a large and widely dispersed language family spoken across maritime Southeast Asia, Madagascar, the Pacific Islands, and parts of mainland Asia.
  • E. Penutian languages
    Penutian languages are a proposed family of Native American languages spoken primarily in the western United States, noted for their controversial genetic relationships and inclusion of several distinct regional language groups.
  • 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_69a338e6c2bc81908fbc7402770ab35b completed Feb. 28, 2026, 6:50 p.m.
NEDg Description generation batch_69a33b028fc481908a91d70289bd485a completed Feb. 28, 2026, 6:59 p.m.
NED2 Entity disambiguation (via description) batch_69a33b6580888190b3ebc9704f3e016a completed Feb. 28, 2026, 7 p.m.
Created at: Feb. 28, 2026, 2:44 a.m.