Triple

T11575187
Position Surface form Disambiguated ID Type / Status
Subject Bena–Mboi languages E274484 entity
Predicate hasMemberLanguage P7390 FINISHED
Object Hwana language
The Hwana language is a lesser-known Bena–Mboi language spoken by a small ethnic community in Nigeria.
 E934390 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: Hwana language | Statement: [Bena–Mboi languages, hasMemberLanguage, Hwana language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hwana language
Context triple: [Bena–Mboi languages, hasMemberLanguage, Hwana language]
  • A. Hoh language
    The Hoh language is an extinct Native American language of the Pacific Northwest, traditionally spoken by the Hoh people of the Olympic Peninsula in Washington State.
  • B. Jangil language
    The Jangil language is an extinct and poorly documented Ongan language once spoken by the Jangil (Rutland Island) people of the Andaman Islands in India.
  • C. Sehwi language
    The Sehwi language is a Niger-Congo language spoken primarily by the Sehwi people of western Ghana.
  • D. Sori-Harengan language
    The Sori-Harengan language is an Oceanic language spoken in the Admiralty Islands of Papua New Guinea, belonging to the Admiralty Islands subgroup of the Austronesian language family.
  • E. Modang language
    The Modang language is an Austronesian language spoken by the Modang people of Borneo, primarily in East Kalimantan, 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: Hwana language
Triple: [Bena–Mboi languages, hasMemberLanguage, Hwana language]
Generated description
The Hwana language is a lesser-known Bena–Mboi language spoken by a small ethnic community in Nigeria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hwana language
Target entity description: The Hwana language is a lesser-known Bena–Mboi language spoken by a small ethnic community in Nigeria.
  • A. Hoh language
    The Hoh language is an extinct Native American language of the Pacific Northwest, traditionally spoken by the Hoh people of the Olympic Peninsula in Washington State.
  • B. Jangil language
    The Jangil language is an extinct and poorly documented Ongan language once spoken by the Jangil (Rutland Island) people of the Andaman Islands in India.
  • C. Sehwi language
    The Sehwi language is a Niger-Congo language spoken primarily by the Sehwi people of western Ghana.
  • D. Sori-Harengan language
    The Sori-Harengan language is an Oceanic language spoken in the Admiralty Islands of Papua New Guinea, belonging to the Admiralty Islands subgroup of the Austronesian language family.
  • E. Modang language
    The Modang language is an Austronesian language spoken by the Modang people of Borneo, primarily in East Kalimantan, 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_69d6aae5ac3c81908d2b0a3a665665b2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d89048120c81908258f984711f7dd4 completed April 10, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69e713e49f508190b9bad316d68eab42 completed April 21, 2026, 6:06 a.m.
NEDg Description generation batch_69e720f9a8588190aa766d2e1628207a completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e72315dda08190996aa84587c5fc80 completed April 21, 2026, 7:11 a.m.
Created at: April 8, 2026, 9:38 p.m.