Triple
T176486
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marathi language |
E3586
|
entity |
| Predicate | branch |
P889
|
FINISHED |
| Object |
Southern Indo-Aryan languages
Southern Indo-Aryan languages are a subgroup of the Indo-Aryan branch of the Indo-European language family spoken mainly in western and central India, including languages such as Marathi and Konkani.
|
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: Southern Indo-Aryan languages | Statement: [Marathi language, branch, Southern Indo-Aryan languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southern Indo-Aryan languages Context triple: [Marathi language, branch, Southern 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.
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.
-
C.
Gandhari Prakrit
Gandhari Prakrit is an ancient Middle Indo-Aryan language of northwestern South Asia, known from Buddhist texts and inscriptions written in the Kharoṣṭhī script.
-
D.
Maharashtri Prakrit
Maharashtri Prakrit is an ancient Middle Indo-Aryan language historically used in western and central India, especially in classical poetry and drama, and is a key ancestor of several modern Indo-Aryan languages.
-
E.
Nuristani languages
Nuristani languages are a small, distinct group of Indo-Iranian languages spoken primarily in the remote Nuristan region of eastern Afghanistan.
- 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: Southern Indo-Aryan languages Triple: [Marathi language, branch, Southern Indo-Aryan languages]
Generated description
Southern Indo-Aryan languages are a subgroup of the Indo-Aryan branch of the Indo-European language family spoken mainly in western and central India, including languages such as Marathi and Konkani.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Southern Indo-Aryan languages Target entity description: Southern Indo-Aryan languages are a subgroup of the Indo-Aryan branch of the Indo-European language family spoken mainly in western and central India, including languages such as Marathi and Konkani.
-
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.
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.
-
C.
Gandhari Prakrit
Gandhari Prakrit is an ancient Middle Indo-Aryan language of northwestern South Asia, known from Buddhist texts and inscriptions written in the Kharoṣṭhī script.
-
D.
Maharashtri Prakrit
Maharashtri Prakrit is an ancient Middle Indo-Aryan language historically used in western and central India, especially in classical poetry and drama, and is a key ancestor of several modern Indo-Aryan languages.
-
E.
Nuristani languages
Nuristani languages are a small, distinct group of Indo-Iranian languages spoken primarily in the remote Nuristan region of eastern Afghanistan.
- 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_69a25374990081909766d30c79a18e0e |
completed | Feb. 28, 2026, 2:31 a.m. |
| NER | Named-entity recognition | batch_69a258fd278481908ad4498e03f38e2f |
completed | Feb. 28, 2026, 2:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2fa7c7a288190bc547d5e7010732b |
completed | Feb. 28, 2026, 2:23 p.m. |
| NEDg | Description generation | batch_69a2fb52104881908fb78842af09bf0e |
completed | Feb. 28, 2026, 2:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2fc081c8c8190a37abb5fbcc7c335 |
completed | Feb. 28, 2026, 2:30 p.m. |
Created at: Feb. 28, 2026, 2:39 a.m.