Triple

T21607495
Position Surface form Disambiguated ID Type / Status
Subject Central Papuan Tip language E533214 entity
Predicate hasMember P10 FINISHED
Object Waima language
The Waima language is an Austronesian language spoken in Papua New Guinea, particularly in the Central Province along the Papuan coast.
E1492336 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: Waima language | Statement: [Central Papuan Tip language, hasMember, Waima language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Waima language
Context triple: [Central Papuan Tip language, hasMember, Waima language]
  • A. Wailaki language
    The Wailaki language is an endangered Athabaskan language traditionally spoken by the Wailaki people of northern California.
  • B. Vaeakau-Taumako language
    The Vaeakau-Taumako language is a Polynesian Outlier language spoken primarily in the Temotu Province of the Solomon Islands, known for preserving many archaic features of Proto-Polynesian.
  • C. Waihonga language
    The Waihonga language is a lesser-known Austronesian language of the Bima–Sumba subgroup spoken on or near the island of Sumba in eastern Indonesia.
  • D. Makasae language
    The Makasae language is a Papuan language spoken primarily in the eastern part of Timor-Leste by the Makasae people.
  • E. Teiwa language
    Teiwa language is a Papuan language spoken by the Teiwa people on Pantar Island in 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: Waima language
Triple: [Central Papuan Tip language, hasMember, Waima language]
Generated description
The Waima language is an Austronesian language spoken in Papua New Guinea, particularly in the Central Province along the Papuan coast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Waima language
Target entity description: The Waima language is an Austronesian language spoken in Papua New Guinea, particularly in the Central Province along the Papuan coast.
  • A. Wailaki language
    The Wailaki language is an endangered Athabaskan language traditionally spoken by the Wailaki people of northern California.
  • B. Vaeakau-Taumako language
    The Vaeakau-Taumako language is a Polynesian Outlier language spoken primarily in the Temotu Province of the Solomon Islands, known for preserving many archaic features of Proto-Polynesian.
  • C. Waihonga language
    The Waihonga language is a lesser-known Austronesian language of the Bima–Sumba subgroup spoken on or near the island of Sumba in eastern Indonesia.
  • D. Makasae language
    The Makasae language is a Papuan language spoken primarily in the eastern part of Timor-Leste by the Makasae people.
  • E. Teiwa language
    Teiwa language is a Papuan language spoken by the Teiwa people on Pantar Island in 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_69e0c46364608190a337dc8720dc2a35 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef17e6378881908678dc903b8ba6ac completed April 27, 2026, 8:01 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09fd388c7481909af764ab8359924d completed May 17, 2026, 5:39 p.m.
NEDg Description generation batch_6a09fdf8a3f08190b3e1cf046920584d completed May 17, 2026, 5:42 p.m.
NED2 Entity disambiguation (via description) batch_6a09fe7982748190ab3f61e7c2dc32ae completed May 17, 2026, 5:44 p.m.
Created at: April 16, 2026, 6:33 p.m.