Triple
T19752989
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Andhra |
E474428
|
entity |
| Predicate | associatedWithScriptDevelopment |
P59203
|
FINISHED |
| Object | Telugu script |
—
|
NE NERFINISHED |
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: Telugu script | Statement: [Andhra, associatedWithScriptDevelopment, Telugu script]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Telugu script Context triple: [Andhra, associatedWithScriptDevelopment, Telugu script]
-
A.
Telugu script
chosen
Telugu script is a South Indian abugida used primarily to write the Telugu language, characterized by its rounded, curvilinear letters and Brahmic origins.
-
B.
Kannada script
The Kannada script is a South Indian abugida primarily used to write the Kannada language, characterized by its rounded letters and shared historical roots with other Brahmic scripts.
-
C.
Telugu–Kannada script family
The Telugu–Kannada script family is a group of closely related South Indian writing systems that evolved from the ancient Brahmi script and gave rise to both the Telugu and Kannada scripts.
-
D.
Nandinagari script
Nandinagari script is a historical Brahmic script of southern India, primarily used to write Sanskrit and related languages in the Deccan region.
-
E.
Bhattiprolu script
The Bhattiprolu script is an ancient Brahmi-derived writing system from the Andhra region of India, considered an early precursor to the Telugu-Kannada scripts.
- 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: associatedWithScriptDevelopment Context triple: [Andhra, associatedWithScriptDevelopment, Telugu script]
-
A.
relatedToScript
Indicates a general association or connection between an entity and a script, without specifying the exact nature of that relationship.
-
B.
scriptDevelopedFor
chosen
Indicates that a script was specifically created or developed for use by, or in the context of, a particular entity or purpose.
-
C.
scriptTypeWorkedOn
Indicates the type or category of script that an entity has worked on or contributed to.
-
D.
developedWithin
Indicates that something was created, produced, or brought into existence inside a specified context, boundary, or time frame.
-
E.
developedWith
Indicates that something was created, built, or produced using a specified tool, technology, method, or collaborator.
- F. None of above.
Provenance (3 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_69d8e51940a0819087bd2996f98da668 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6529bcb8c8190bcca61a53be86757 |
completed | April 20, 2026, 4:21 p.m. |
| PD | Predicate disambiguation | batch_69e5305016e08190b9561a96baecb0b8 |
completed | April 19, 2026, 7:43 p.m. |
Created at: April 10, 2026, 1:48 p.m.