Triple

T318916

Position	Surface form	Disambiguated ID	Type / Status
Subject	Indo-Aryan languages	`E7769`	entity
Predicate	hasSubgroup	`P747`	FINISHED
Object	Western Indo-Aryan languages Western Indo-Aryan languages are a branch of the Indo-Aryan language family spoken primarily in northwestern parts of the Indian subcontinent, including languages such as Punjabi, Sindhi, Gujarati, and Rajasthani.	`E7769`	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: Western Indo-Aryan languages | Statement: [Indo-Aryan languages, hasSubgroup, Western Indo-Aryan languages]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Western Indo-Aryan languages
Context triple: [Indo-Aryan languages, hasSubgroup, Western Indo-Aryan languages]

A. Indo-Aryan languages
Indo-Aryan languages are a major branch of the Indo-European family spoken primarily in the Indian subcontinent, including languages such as Hindi, Bengali, Punjabi, and Marathi.
B. Indo-Iranian languages
Indo-Iranian languages are a major branch of the Indo-European language family that includes numerous related languages spoken across Iran, Afghanistan, the Indian subcontinent, and surrounding regions.
C. Dravidian languages
Dravidian languages are a family of languages primarily spoken in South India and parts of Sri Lanka, including major languages such as Tamil, Telugu, Kannada, and Malayalam.
D. Eastern Iranian languages
Eastern Iranian languages are a subgroup of the Iranian branch of the Indo-Iranian language family, comprising languages such as Pashto and Ossetian spoken mainly in eastern Iran, Afghanistan, Pakistan, and parts of Central Asia and the Caucasus.
E. Northwestern Iranian languages
Northwestern Iranian languages are a subgroup of the Iranian branch of the Indo-Iranian language family, encompassing several related languages spoken primarily in western Iran, the Caucasus, and surrounding regions.
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: Western Indo-Aryan languages
Triple: [Indo-Aryan languages, hasSubgroup, Western Indo-Aryan languages]

Generated description

Western Indo-Aryan languages are a branch of the Indo-Aryan language family spoken primarily in northwestern parts of the Indian subcontinent, including languages such as Punjabi, Sindhi, Gujarati, and Rajasthani.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Western Indo-Aryan languages
Target entity description: Western Indo-Aryan languages are a branch of the Indo-Aryan language family spoken primarily in northwestern parts of the Indian subcontinent, including languages such as Punjabi, Sindhi, Gujarati, and Rajasthani.

A. Indo-Aryan languages chosen
Indo-Aryan languages are a major branch of the Indo-European family spoken primarily in the Indian subcontinent, including languages such as Hindi, Bengali, Punjabi, and Marathi.
B. Indo-Iranian languages
Indo-Iranian languages are a major branch of the Indo-European language family that includes numerous related languages spoken across Iran, Afghanistan, the Indian subcontinent, and surrounding regions.
C. Dravidian languages
Dravidian languages are a family of languages primarily spoken in South India and parts of Sri Lanka, including major languages such as Tamil, Telugu, Kannada, and Malayalam.
D. Eastern Iranian languages
Eastern Iranian languages are a subgroup of the Iranian branch of the Indo-Iranian language family, comprising languages such as Pashto and Ossetian spoken mainly in eastern Iran, Afghanistan, Pakistan, and parts of Central Asia and the Caucasus.
E. Northwestern Iranian languages
Northwestern Iranian languages are a subgroup of the Iranian branch of the Indo-Iranian language family, encompassing several related languages spoken primarily in western Iran, the Caucasus, and surrounding regions.
F. None of above.

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_69a2e7e7af7881908890039d6be4e9b8`	completed	Feb. 28, 2026, 1:04 p.m.
NER	Named-entity recognition	`batch_69a2ea7edbc48190b9031bd1af48f72a`	completed	Feb. 28, 2026, 1:15 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a3e5715a0c8190ad1333d8aaaecc1b`	completed	March 1, 2026, 7:06 a.m.
NEDg	Description generation	`batch_69a3e61ad63c8190940eaba657cd3df2`	completed	March 1, 2026, 7:09 a.m.
NED2	Entity disambiguation (via description)	`batch_69a3e668e05c8190ba92c581622756df`	completed	March 1, 2026, 7:10 a.m.

Created at: Feb. 28, 2026, 1:08 p.m.