Triple

T10920677
Position Surface form Disambiguated ID Type / Status
Subject Hlai languages E257936 entity
Predicate hasAlternativeName P39 FINISHED
Object Li languages
Li languages are a group of closely related Kra–Dai languages spoken primarily by the Li (Hlai) people on China’s Hainan Island.
E893912 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: Li languages | Statement: [Hlai languages, hasAlternativeName, Li languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Li languages
Context triple: [Hlai languages, hasAlternativeName, Li languages]
  • A. Li language
    Li language is an Austroasiatic language (often classified within the Tai–Kadai family) spoken primarily by the Li ethnic group indigenous to China’s Hainan Island.
  • B. Jarawan languages
    Jarawan languages are a small group of Bantoid (often considered Bantu-related) languages spoken primarily in parts of Nigeria and Cameroon.
  • C. Bel languages
    Bel languages are a small group of closely related Austronesian languages spoken primarily along the north coast of Papua New Guinea.
  • D. Taman languages
    Taman languages are a small group of closely related Nilo-Saharan languages spoken primarily in eastern Chad and western Sudan.
  • E. Rai languages
    Rai languages are a group of closely related Kiranti (Sino-Tibetan) languages spoken primarily by the Rai ethnic communities in eastern Nepal.
  • 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: Li languages
Triple: [Hlai languages, hasAlternativeName, Li languages]
Generated description
Li languages are a group of closely related Kra–Dai languages spoken primarily by the Li (Hlai) people on China’s Hainan Island.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Li languages
Target entity description: Li languages are a group of closely related Kra–Dai languages spoken primarily by the Li (Hlai) people on China’s Hainan Island.
  • A. Li language
    Li language is an Austroasiatic language (often classified within the Tai–Kadai family) spoken primarily by the Li ethnic group indigenous to China’s Hainan Island.
  • B. Jarawan languages
    Jarawan languages are a small group of Bantoid (often considered Bantu-related) languages spoken primarily in parts of Nigeria and Cameroon.
  • C. Bel languages
    Bel languages are a small group of closely related Austronesian languages spoken primarily along the north coast of Papua New Guinea.
  • D. Taman languages
    Taman languages are a small group of closely related Nilo-Saharan languages spoken primarily in eastern Chad and western Sudan.
  • E. Rai languages
    Rai languages are a group of closely related Kiranti (Sino-Tibetan) languages spoken primarily by the Rai ethnic communities in eastern Nepal.
  • 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_69d6aa864ed88190818280ab6791d065 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d77082a1488190850a4409339c3e1e completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2171adbbc8190916a5463b6e5c186 completed April 17, 2026, 11:18 a.m.
NEDg Description generation batch_69e21d8a2e6881909b33cbe4ab919315 completed April 17, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69e21eaa1e9881909f3b276e0ff0c511 completed April 17, 2026, 11:51 a.m.
Created at: April 8, 2026, 9:22 p.m.