Triple
T472976
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gujarati |
E8599
|
entity |
| Predicate | languageBranch |
P1967
|
FINISHED |
| Object |
Western Indo-Aryan languages
Western Indo-Aryan languages are a subgroup of the Indo-Aryan branch of the Indo-European language family spoken primarily in western parts of the Indian subcontinent, including languages such as Gujarati, Rajasthani, and Sindhi.
|
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: [Gujarati, languageBranch, Western Indo-Aryan languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Western Indo-Aryan languages Context triple: [Gujarati, languageBranch, 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.
Middle Indo-Aryan
Middle Indo-Aryan is the group of Indo-Aryan languages and dialects, including Prakrits and Pali, that represent the intermediate historical stage between Old Indo-Aryan (Vedic and Classical Sanskrit) and the modern Indo-Aryan languages.
-
D.
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.
-
E.
Proto-Dravidian
Proto-Dravidian is the reconstructed common ancestral language from which all modern Dravidian languages, including Kannada, Tamil, and Telugu, are believed to have descended.
- 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: [Gujarati, languageBranch, Western Indo-Aryan languages]
Generated description
Western Indo-Aryan languages are a subgroup of the Indo-Aryan branch of the Indo-European language family spoken primarily in western parts of the Indian subcontinent, including languages such as Gujarati, Rajasthani, and Sindhi.
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 subgroup of the Indo-Aryan branch of the Indo-European language family spoken primarily in western parts of the Indian subcontinent, including languages such as Gujarati, Rajasthani, and Sindhi.
-
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.
Middle Indo-Aryan
Middle Indo-Aryan is the group of Indo-Aryan languages and dialects, including Prakrits and Pali, that represent the intermediate historical stage between Old Indo-Aryan (Vedic and Classical Sanskrit) and the modern Indo-Aryan languages.
-
D.
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.
-
E.
Proto-Dravidian
Proto-Dravidian is the reconstructed common ancestral language from which all modern Dravidian languages, including Kannada, Tamil, and Telugu, are believed to have descended.
- 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_69a2e7f3aeb48190a19453e3a043f486 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2eff24108819092fdb85019ec4089 |
completed | Feb. 28, 2026, 1:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a462fd1768819098ab8e2d7aff050e |
completed | March 1, 2026, 4:02 p.m. |
| NEDg | Description generation | batch_69a463be99dc8190937bd91b3246396c |
completed | March 1, 2026, 4:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4645b91e081908469658c73ca0ee2 |
completed | March 1, 2026, 4:07 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.