Triple

T6523607
Position Surface form Disambiguated ID Type / Status
Subject Trans–New Guinea languages E151246 entity
Predicate hasSubgroup P747 FINISHED
Object Kiwaian languages
The Kiwaian languages are a small group of closely related Papuan languages spoken primarily in the southern coastal and riverine regions of Papua New Guinea.
 E602084 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: Kiwaian languages | Statement: [Trans–New Guinea languages, hasSubgroup, Kiwaian languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kiwaian languages
Context triple: [Trans–New Guinea languages, hasSubgroup, Kiwaian languages]
  • A. Yuin–Kuric languages
    The Yuin–Kuric languages are a subgroup of Australian Aboriginal languages traditionally spoken in southeastern Australia, including the language of the Wiradjuri people.
  • B. Chimakuan languages
    The Chimakuan languages are a small family of now-extinct Indigenous languages once spoken in the Pacific Northwest of North America, particularly on the Olympic Peninsula in Washington State.
  • C. Moru–Madi languages
    The Moru–Madi languages are a subgroup of related Central Sudanic languages spoken primarily in South Sudan, Uganda, and the Democratic Republic of the Congo.
  • D. Oshiwambo languages
    The Oshiwambo languages are a group of closely related Bantu languages spoken primarily by the Ovambo people in northern Namibia and southern Angola.
  • E. Saka languages
    The Saka languages are an extinct group of Eastern Iranian languages once spoken by the Saka (Scythian) peoples of Central Asia, including varieties such as Khotanese and Tumshuqese.
  • 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: Kiwaian languages
Triple: [Trans–New Guinea languages, hasSubgroup, Kiwaian languages]
Generated description
The Kiwaian languages are a small group of closely related Papuan languages spoken primarily in the southern coastal and riverine regions of Papua New Guinea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kiwaian languages
Target entity description: The Kiwaian languages are a small group of closely related Papuan languages spoken primarily in the southern coastal and riverine regions of Papua New Guinea.
  • A. Yuin–Kuric languages
    The Yuin–Kuric languages are a subgroup of Australian Aboriginal languages traditionally spoken in southeastern Australia, including the language of the Wiradjuri people.
  • B. Chimakuan languages
    The Chimakuan languages are a small family of now-extinct Indigenous languages once spoken in the Pacific Northwest of North America, particularly on the Olympic Peninsula in Washington State.
  • C. Moru–Madi languages
    The Moru–Madi languages are a subgroup of related Central Sudanic languages spoken primarily in South Sudan, Uganda, and the Democratic Republic of the Congo.
  • D. Oshiwambo languages
    The Oshiwambo languages are a group of closely related Bantu languages spoken primarily by the Ovambo people in northern Namibia and southern Angola.
  • E. Saka languages
    The Saka languages are an extinct group of Eastern Iranian languages once spoken by the Saka (Scythian) peoples of Central Asia, including varieties such as Khotanese and Tumshuqese.
  • 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_69c687f522748190b3058405553cdabd completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6ad970afc81909d3231203eacf413 completed March 27, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cb74dfac81908eb44811869450ae completed March 27, 2026, 6:24 p.m.
NEDg Description generation batch_69c6cd049fac81908c955caa0ccac5ba completed March 27, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69c6ce00096c8190a3015bcd392e0ce4 completed March 27, 2026, 6:35 p.m.
Created at: March 27, 2026, 1:45 p.m.