Triple
T21662500
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Usha Narayanan |
E534626
|
entity |
| Predicate | nativeLanguage |
P151
|
FINISHED |
| Object | Malayalam |
—
|
NE NERFINISHED |
How this triple was built (2 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: Malayalam | Statement: [Usha Narayanan, nativeLanguage, Malayalam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malayalam Context triple: [Usha Narayanan, nativeLanguage, Malayalam]
-
A.
Malayalam
chosen
Malayalam is a Dravidian language predominantly spoken in the Indian state of Kerala and the union territories of Lakshadweep and Puducherry.
-
B.
Ayyavazhi
Ayyavazhi is a 19th-century monotheistic belief system that emerged in South India, centered on the teachings of Ayya Vaikundar and the scripture Akilattirattu Ammanai.
-
C.
Malayalam script
The Malayalam script is a Brahmic-derived abugida used primarily in the Indian state of Kerala to write the Malayalam language, notable for its rounded letters and extensive set of consonant and vowel signs.
-
D.
Kannada
Kannada is a major Dravidian language predominantly spoken in the Indian state of Karnataka and surrounding regions, with a rich literary tradition spanning over a millennium.
-
E.
Tamil
Tamil is a classical Dravidian language spoken predominantly in the Indian state of Tamil Nadu and in parts of Sri Lanka, with a rich literary tradition spanning over two millennia.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0c467e1f48190af2650b19175abc4 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef6c0956e0819093b4794418efe052 |
completed | April 27, 2026, 2 p.m. |
Created at: April 16, 2026, 6:36 p.m.