Triple

T17100675
Position Surface form Disambiguated ID Type / Status
Subject Nzaman dialect E414971 entity
Predicate languageFamily P1047 FINISHED
Object Nzaman language family (unspecified subgroup)
The Nzaman language family (unspecified subgroup) is a proposed grouping of closely related Nzaman dialects within the broader Nzaman linguistic continuum.
 E1251592 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: Nzaman language family (unspecified subgroup) | Statement: [Nzaman dialect, languageFamily, Nzaman language family (unspecified subgroup)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nzaman language family (unspecified subgroup)
Context triple: [Nzaman dialect, languageFamily, Nzaman language family (unspecified subgroup)]
  • A. Munduruku language subgroup
    The Munduruku language subgroup is a branch of the Tupian language family comprising the indigenous Munduruku and closely related languages spoken primarily in the Amazon region of Brazil.
  • B. Washo language family
    The Washo language family is a small, isolated Native American language group traditionally spoken by the Washoe people of the eastern Sierra Nevada region, often considered a linguistic isolate within the Great Basin area.
  • C. Nyoro–Ganda language group
    The Nyoro–Ganda language group is a cluster of closely related Bantu languages spoken primarily in Uganda, including varieties such as Runyankole, Runyoro, and Luganda.
  • D. Sáliban language family
    The Sáliban language family is a small group of indigenous languages of northern South America, spoken primarily in parts of Venezuela and Colombia.
  • E. Nalik–Notsi subgroup
    The Nalik–Notsi subgroup is a branch of the Western Bismarck languages comprising closely related Oceanic languages spoken primarily in New Ireland, Papua New Guinea.
  • 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: Nzaman language family (unspecified subgroup)
Triple: [Nzaman dialect, languageFamily, Nzaman language family (unspecified subgroup)]
Generated description
The Nzaman language family (unspecified subgroup) is a proposed grouping of closely related Nzaman dialects within the broader Nzaman linguistic continuum.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nzaman language family (unspecified subgroup)
Target entity description: The Nzaman language family (unspecified subgroup) is a proposed grouping of closely related Nzaman dialects within the broader Nzaman linguistic continuum.
  • A. Munduruku language subgroup
    The Munduruku language subgroup is a branch of the Tupian language family comprising the indigenous Munduruku and closely related languages spoken primarily in the Amazon region of Brazil.
  • B. Washo language family
    The Washo language family is a small, isolated Native American language group traditionally spoken by the Washoe people of the eastern Sierra Nevada region, often considered a linguistic isolate within the Great Basin area.
  • C. Nyoro–Ganda language group
    The Nyoro–Ganda language group is a cluster of closely related Bantu languages spoken primarily in Uganda, including varieties such as Runyankole, Runyoro, and Luganda.
  • D. Sáliban language family
    The Sáliban language family is a small group of indigenous languages of northern South America, spoken primarily in parts of Venezuela and Colombia.
  • E. Nalik–Notsi subgroup
    The Nalik–Notsi subgroup is a branch of the Western Bismarck languages comprising closely related Oceanic languages spoken primarily in New Ireland, Papua New Guinea.
  • 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_69d886cfc8e88190b05ba466edd35591 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3dc0182cc8190b8aa9c980f11ba57 completed April 18, 2026, 7:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0139fdda488190a1ca5c7ca875e044 completed May 11, 2026, 2:07 a.m.
NEDg Description generation batch_6a013c4c0e6c8190a66fdee15f928444 completed May 11, 2026, 2:17 a.m.
NED2 Entity disambiguation (via description) batch_6a013cc0559881909a903ee05562b658 completed May 11, 2026, 2:19 a.m.
Created at: April 10, 2026, 5:35 a.m.