Triple

T6892484
Position Surface form Disambiguated ID Type / Status
Subject Pama–Nyungan languages E159080 entity
Predicate namedAfter P63 FINISHED
Object Pama languages
The Pama languages are a major subgroup of Australian Aboriginal languages spoken across northern Australia, forming part of the broader Pama–Nyungan language family.
 E637801 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: Pama languages | Statement: [Pama–Nyungan languages, namedAfter, Pama languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pama languages
Context triple: [Pama–Nyungan languages, namedAfter, Pama languages]
  • A. Misumalpan languages
    The Misumalpan languages are a small family of indigenous languages spoken primarily along the Atlantic coast of Nicaragua and neighboring regions of Central America.
  • B. Kunama languages
    The Kunama languages are a small group of closely related languages spoken primarily by the Kunama people of western Eritrea and adjacent regions of Ethiopia.
  • C. Pomoan languages
    The Pomoan languages are a group of closely related Indigenous languages traditionally spoken by the Pomo peoples of northern California.
  • D. Asmat–Kamoro languages
    The Asmat–Kamoro languages are a small group of closely related Papuan languages spoken by the Asmat and Kamoro peoples of southern New Guinea.
  • E. Wintuan languages
    Wintuan languages are a small family of Native American languages historically spoken in northern California, often grouped within the proposed Penutian phylum.
  • 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: Pama languages
Triple: [Pama–Nyungan languages, namedAfter, Pama languages]
Generated description
The Pama languages are a major subgroup of Australian Aboriginal languages spoken across northern Australia, forming part of the broader Pama–Nyungan language family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pama languages
Target entity description: The Pama languages are a major subgroup of Australian Aboriginal languages spoken across northern Australia, forming part of the broader Pama–Nyungan language family.
  • A. Misumalpan languages
    The Misumalpan languages are a small family of indigenous languages spoken primarily along the Atlantic coast of Nicaragua and neighboring regions of Central America.
  • B. Kunama languages
    The Kunama languages are a small group of closely related languages spoken primarily by the Kunama people of western Eritrea and adjacent regions of Ethiopia.
  • C. Pomoan languages
    The Pomoan languages are a group of closely related Indigenous languages traditionally spoken by the Pomo peoples of northern California.
  • D. Asmat–Kamoro languages
    The Asmat–Kamoro languages are a small group of closely related Papuan languages spoken by the Asmat and Kamoro peoples of southern New Guinea.
  • E. Wintuan languages
    Wintuan languages are a small family of Native American languages historically spoken in northern California, often grouped within the proposed Penutian phylum.
  • 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_69c6883568c8819081db6407e892cccc completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d930ab548190953291d63cbc721b completed March 27, 2026, 7:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7882712548190a0c7e5660c61625d completed March 28, 2026, 7:49 a.m.
NEDg Description generation batch_69c788da40bc8190b16be996834d1488 completed March 28, 2026, 7:52 a.m.
NED2 Entity disambiguation (via description) batch_69c7895252e88190b105c3630926dc60 completed March 28, 2026, 7:54 a.m.
Created at: March 27, 2026, 2:24 p.m.