Triple

T2280771

Position	Surface form	Disambiguated ID	Type / Status
Subject	Prakrit	`E51274`	entity
Predicate	precedes	`P97`	FINISHED
Object	New Indo-Aryan languages New Indo-Aryan languages are the modern descendants of the Indo-Aryan branch of the Indo-European language family, including languages such as Hindi, Bengali, Punjabi, and Gujarati, spoken widely across the Indian subcontinent.	`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: New Indo-Aryan languages | Statement: [Prakrit, precedes, New Indo-Aryan languages]

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

Target entity: New Indo-Aryan languages
Context triple: [Prakrit, precedes, New Indo-Aryan languages]

A. Eastern Indo-Aryan languages
Eastern Indo-Aryan languages are a branch of the Indo-Aryan language family spoken mainly in eastern India, Bangladesh, and Nepal, including major languages such as Bengali, Assamese, and Odia.
B. Northwestern Indo-Aryan languages
Northwestern Indo-Aryan languages are a subgroup of the Indo-Aryan branch of the Indo-European language family spoken primarily in northwestern parts of the Indian subcontinent, including languages such as Sindhi, Punjabi, and Lahnda.
C. Northern Indo-Aryan languages
Northern Indo-Aryan languages are a subgroup of the Indo-Aryan branch of the Indo-European language family spoken primarily in the northern regions of the Indian subcontinent, including languages such as Dogri, Kashmiri, and Punjabi.
D. 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.
E. North Dravidian languages
The North Dravidian languages are a small, geographically northern branch of the Dravidian language family spoken mainly in eastern and central India, including languages such as Kurukh and Malto.
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: New Indo-Aryan languages
Triple: [Prakrit, precedes, New Indo-Aryan languages]

Generated description

New Indo-Aryan languages are the modern descendants of the Indo-Aryan branch of the Indo-European language family, including languages such as Hindi, Bengali, Punjabi, and Gujarati, spoken widely across the Indian subcontinent.

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

Target entity: New Indo-Aryan languages
Target entity description: New Indo-Aryan languages are the modern descendants of the Indo-Aryan branch of the Indo-European language family, including languages such as Hindi, Bengali, Punjabi, and Gujarati, spoken widely across the Indian subcontinent.

A. Eastern Indo-Aryan languages
Eastern Indo-Aryan languages are a branch of the Indo-Aryan language family spoken mainly in eastern India, Bangladesh, and Nepal, including major languages such as Bengali, Assamese, and Odia.
B. Northwestern Indo-Aryan languages
Northwestern Indo-Aryan languages are a subgroup of the Indo-Aryan branch of the Indo-European language family spoken primarily in northwestern parts of the Indian subcontinent, including languages such as Sindhi, Punjabi, and Lahnda.
C. Northern Indo-Aryan languages
Northern Indo-Aryan languages are a subgroup of the Indo-Aryan branch of the Indo-European language family spoken primarily in the northern regions of the Indian subcontinent, including languages such as Dogri, Kashmiri, and Punjabi.
D. 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.
E. North Dravidian languages
The North Dravidian languages are a small, geographically northern branch of the Dravidian language family spoken mainly in eastern and central India, including languages such as Kurukh and Malto.
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_69a88b08e4308190bdac9aebcca1c91a`	completed	March 4, 2026, 7:42 p.m.
NER	Named-entity recognition	`batch_69abc21ac3d48190abef254e1c3f45e8`	completed	March 7, 2026, 6:13 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae71e48fb081908498f826167020a2`	completed	March 9, 2026, 7:08 a.m.
NEDg	Description generation	`batch_69ae72bf22088190a2c111a71eb0dda7`	completed	March 9, 2026, 7:11 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae731ab8bc819090fac5b311cb5fe0`	completed	March 9, 2026, 7:13 a.m.

Created at: March 4, 2026, 7:48 p.m.