Triple
T14801855
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beypore port |
E347926
|
entity |
| Predicate | languageUsedInLocality |
P115774
|
FINISHED |
| Object | Malayalam |
E8980
|
NE FINISHED |
How this triple was built (3 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: [Beypore port, languageUsedInLocality, Malayalam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malayalam Context triple: [Beypore port, languageUsedInLocality, 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.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: languageUsedInLocality Context triple: [Beypore port, languageUsedInLocality, Malayalam]
-
A.
languageUsedAs
Indicates that one language is employed in a specific role, function, or context relative to another entity or situation.
-
B.
languageUsedInTourism
Indicates that a particular language is used for communication and services within tourism activities or contexts.
-
C.
languageOfLocalOrganization
Indicates the language used or officially adopted by a local organization in its operations or communications.
-
D.
isWidelySpokenIn
Indicates that a language is spoken by a large portion of the population across many regions or communities within a specified area.
-
E.
spokenInCountryColloquialLanguage
Indicates that a language is informally or colloquially spoken within a particular country.
- F. None of above. chosen
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_69d822ea8b7c819097dfadf3d45545e6 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69decf30d044819082ac038e06481aab |
completed | April 14, 2026, 11:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe389183a881908e6af44b71f81ace |
completed | May 8, 2026, 7:25 p.m. |
| PD | Predicate disambiguation | batch_69de8c0ef8a4819092d84478b1f56db1 |
completed | April 14, 2026, 6:48 p.m. |
| PDg | Predicate description generation | batch_69de8f4b67cc8190b84b59fcec5cf579 |
completed | April 14, 2026, 7:02 p.m. |
Created at: April 10, 2026, 1:31 a.m.