Triple

T23494049
Position Surface form Disambiguated ID Type / Status
Subject Mbuti E571652 entity
Predicate speaks P741 FINISHED
Object Sua language
The Sua language is a Central Sudanic language spoken by the Mbuti (Efe) Pygmy people of the Ituri Forest in the Democratic Republic of the Congo.
 E1588902 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: Sua language | Statement: [Mbuti, speaks, Sua language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sua language
Context triple: [Mbuti, speaks, Sua language]
  • A. Suoi language
    The Suoi language is an Austroasiatic language of the Pearic branch spoken by a small indigenous community in parts of mainland Southeast Asia.
  • B. Sa’och language
    The Sa’och language is an endangered Austroasiatic language spoken by the Sa’och people of Cambodia and Thailand, belonging to the Pearic branch.
  • C. Tausūg language
    The Tausūg language is an Austronesian language spoken primarily by the Tausūg people of the Sulu Archipelago in the southern Philippines and parts of eastern Sabah, Malaysia.
  • D. Mon language
    Mon language is an Austroasiatic language historically spoken in parts of Myanmar and Thailand, notable for its ancient literary tradition and influence on regional scripts and cultures.
  • E. Uma language
    Uma is an Austronesian language of the Celebic subgroup spoken primarily in Central Sulawesi, Indonesia.
  • 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: Sua language
Triple: [Mbuti, speaks, Sua language]
Generated description
The Sua language is a Central Sudanic language spoken by the Mbuti (Efe) Pygmy people of the Ituri Forest in the Democratic Republic of the Congo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sua language
Target entity description: The Sua language is a Central Sudanic language spoken by the Mbuti (Efe) Pygmy people of the Ituri Forest in the Democratic Republic of the Congo.
  • A. Suoi language
    The Suoi language is an Austroasiatic language of the Pearic branch spoken by a small indigenous community in parts of mainland Southeast Asia.
  • B. Sa’och language
    The Sa’och language is an endangered Austroasiatic language spoken by the Sa’och people of Cambodia and Thailand, belonging to the Pearic branch.
  • C. Tausūg language
    The Tausūg language is an Austronesian language spoken primarily by the Tausūg people of the Sulu Archipelago in the southern Philippines and parts of eastern Sabah, Malaysia.
  • D. Mon language
    Mon language is an Austroasiatic language historically spoken in parts of Myanmar and Thailand, notable for its ancient literary tradition and influence on regional scripts and cultures.
  • E. Uma language
    Uma is an Austronesian language of the Celebic subgroup spoken primarily in Central Sulawesi, Indonesia.
  • 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_69e245b4829881909b77a70e942bbd54 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a7de1ab88190b6c2441c63a99713 completed April 29, 2026, 6:40 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c826ff3848190a3cdf82c26b6e22e completed May 19, 2026, 3:32 p.m.
NEDg Description generation batch_6a0ca6f229308190bf72b52fd44144d3 completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca7f09af48190b7bfdae25d2f286b completed May 19, 2026, 6:12 p.m.
Created at: April 17, 2026, 6:05 p.m.