Triple

T6060709
Position Surface form Disambiguated ID Type / Status
Subject Qiangic languages E135025 entity
Predicate hasSubgroup P747 FINISHED
Object Ersuic languages
Ersuic languages are a small subgroup of Sino-Tibetan languages spoken primarily by the Ersu people in Sichuan, China, noted for their distinctive phonology and unique pictographic script.
E567665 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: Ersuic languages | Statement: [Qiangic languages, hasSubgroup, Ersuic languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ersuic languages
Context triple: [Qiangic languages, hasSubgroup, Ersuic languages]
  • A. Dusunic languages
    The Dusunic languages are a group of closely related Austronesian languages spoken primarily by the Dusun and related ethnic groups in northern Borneo, especially in the Malaysian state of Sabah.
  • B. Gallo‑Italic languages
    The Gallo‑Italic languages are a group of Romance languages spoken mainly in northern Italy and parts of Switzerland and France, characterized by features transitional between Gallo-Romance and Italo-Romance varieties.
  • C. Murutic languages
    The Murutic languages are a group of closely related Austronesian languages spoken primarily by the Murut and neighboring indigenous communities in northern Borneo, especially in Sabah, Malaysia.
  • D. Avar-Andic languages
    The Avar-Andic languages are a branch of the Northeast Caucasian language family spoken primarily in Dagestan and neighboring regions of the eastern Caucasus.
  • E. Rhaeto-Romance languages
    The Rhaeto-Romance languages are a small group of closely related Romance languages spoken in parts of Switzerland and northern Italy, including Romansh, Ladin, and Friulian.
  • 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: Ersuic languages
Triple: [Qiangic languages, hasSubgroup, Ersuic languages]
Generated description
Ersuic languages are a small subgroup of Sino-Tibetan languages spoken primarily by the Ersu people in Sichuan, China, noted for their distinctive phonology and unique pictographic script.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ersuic languages
Target entity description: Ersuic languages are a small subgroup of Sino-Tibetan languages spoken primarily by the Ersu people in Sichuan, China, noted for their distinctive phonology and unique pictographic script.
  • A. Dusunic languages
    The Dusunic languages are a group of closely related Austronesian languages spoken primarily by the Dusun and related ethnic groups in northern Borneo, especially in the Malaysian state of Sabah.
  • B. Gallo‑Italic languages
    The Gallo‑Italic languages are a group of Romance languages spoken mainly in northern Italy and parts of Switzerland and France, characterized by features transitional between Gallo-Romance and Italo-Romance varieties.
  • C. Murutic languages
    The Murutic languages are a group of closely related Austronesian languages spoken primarily by the Murut and neighboring indigenous communities in northern Borneo, especially in Sabah, Malaysia.
  • D. Avar-Andic languages
    The Avar-Andic languages are a branch of the Northeast Caucasian language family spoken primarily in Dagestan and neighboring regions of the eastern Caucasus.
  • E. Rhaeto-Romance languages
    The Rhaeto-Romance languages are a small group of closely related Romance languages spoken in parts of Switzerland and northern Italy, including Romansh, Ladin, and Friulian.
  • 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_69c00878d06881909ee78e88913bf890 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0571fcecc8190a68e0d0668bbbfa7 completed March 22, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c12520dfa4819080578766a070b98b completed March 23, 2026, 11:33 a.m.
NEDg Description generation batch_69c12618226c819084485478327aa643 completed March 23, 2026, 11:38 a.m.
NED2 Entity disambiguation (via description) batch_69c1267845848190acb588f35781366c completed March 23, 2026, 11:39 a.m.
Created at: March 22, 2026, 4:10 p.m.