Triple

T21454646
Position Surface form Disambiguated ID Type / Status
Subject Western Indo-Aryan languages E529308 entity
Predicate hasMember P10 FINISHED
Object Loarki language
The Loarki language is an Indo-Aryan language spoken by the Loarki community in parts of Pakistan and India, belonging to the Western Indo-Aryan subgroup.
E1485257 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: Loarki language | Statement: [Western Indo-Aryan languages, hasMember, Loarki language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Loarki language
Context triple: [Western Indo-Aryan languages, hasMember, Loarki language]
  • A. Lasgerdi language
    The Lasgerdi language is an Iranian language spoken in parts of north-central Iran and classified within the Semnani branch of Northwestern Iranian languages.
  • B. Kaera language
    The Kaera language is a Papuan language spoken by a small community on Pantar Island in eastern Indonesia.
  • C. 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.
  • D. Kitharaka language
    The Kitharaka language is a Bantu language spoken by the Tharaka people of Kenya, closely related to neighboring Kamba and Meru varieties.
  • E. Torwali language
    Torwali language is an Indo-Aryan language spoken primarily in the Swat Valley of northern Pakistan, known for its distinct phonology and endangered status.
  • 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: Loarki language
Triple: [Western Indo-Aryan languages, hasMember, Loarki language]
Generated description
The Loarki language is an Indo-Aryan language spoken by the Loarki community in parts of Pakistan and India, belonging to the Western Indo-Aryan subgroup.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Loarki language
Target entity description: The Loarki language is an Indo-Aryan language spoken by the Loarki community in parts of Pakistan and India, belonging to the Western Indo-Aryan subgroup.
  • A. Lasgerdi language
    The Lasgerdi language is an Iranian language spoken in parts of north-central Iran and classified within the Semnani branch of Northwestern Iranian languages.
  • B. Kaera language
    The Kaera language is a Papuan language spoken by a small community on Pantar Island in eastern Indonesia.
  • C. 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.
  • D. Kitharaka language
    The Kitharaka language is a Bantu language spoken by the Tharaka people of Kenya, closely related to neighboring Kamba and Meru varieties.
  • E. Torwali language
    Torwali language is an Indo-Aryan language spoken primarily in the Swat Valley of northern Pakistan, known for its distinct phonology and endangered status.
  • 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_69e0c457579481909db68053ed99750c completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9e9d612e081909d00ca59a3621cc9 completed April 23, 2026, 9:43 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09c90ebd488190ab2ee8f8af98d1ae completed May 17, 2026, 1:56 p.m.
NEDg Description generation batch_6a09c9a6b84881908f9193b89ded7361 completed May 17, 2026, 1:59 p.m.
NED2 Entity disambiguation (via description) batch_6a09caa391588190808eb3dcaff07803 completed May 17, 2026, 2:03 p.m.
Created at: April 16, 2026, 6:08 p.m.