Triple

T8564472
Position Surface form Disambiguated ID Type / Status
Subject Tamil–Malayalam subgroup E202769 entity
Predicate hasAncestor P369 FINISHED
Object Proto-Tamil–Malayalam
Proto-Tamil–Malayalam is the reconstructed common ancestor language from which the modern Tamil and Malayalam languages and their close relatives evolved.
 E209443 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: Proto-Tamil–Malayalam | Statement: [Tamil–Malayalam subgroup, hasAncestor, Proto-Tamil–Malayalam]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Proto-Tamil–Malayalam
Context triple: [Tamil–Malayalam subgroup, hasAncestor, Proto-Tamil–Malayalam]
  • A. Proto-South-Central Dravidian
    Proto-South-Central Dravidian is the reconstructed ancestral language from which the modern South-Central Dravidian languages, such as Telugu and Gondi, are believed to have descended.
  • B. Proto-Central Dravidian
    Proto-Central Dravidian is the reconstructed ancestral language from which the Central Dravidian languages of India are believed to have descended.
  • C. Proto-Southern Dravidian
    Proto-Southern Dravidian is the reconstructed ancestral language from which the modern Southern Dravidian languages, such as Tamil, Kannada, and Malayalam, are derived.
  • D. Proto-North Dravidian
    Proto-North Dravidian is the reconstructed ancestral language hypothesized to underlie the modern North Dravidian languages such as Kurukh, Malto, and Brahui.
  • E. 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.
  • 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: Proto-Tamil–Malayalam
Triple: [Tamil–Malayalam subgroup, hasAncestor, Proto-Tamil–Malayalam]
Generated description
Proto-Tamil–Malayalam is the reconstructed common ancestor language from which the modern Tamil and Malayalam languages and their close relatives evolved.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Proto-Tamil–Malayalam
Target entity description: Proto-Tamil–Malayalam is the reconstructed common ancestor language from which the modern Tamil and Malayalam languages and their close relatives evolved.
  • A. Proto-South-Central Dravidian
    Proto-South-Central Dravidian is the reconstructed ancestral language from which the modern South-Central Dravidian languages, such as Telugu and Gondi, are believed to have descended.
  • B. Proto-Central Dravidian
    Proto-Central Dravidian is the reconstructed ancestral language from which the Central Dravidian languages of India are believed to have descended.
  • C. Proto-Southern Dravidian chosen
    Proto-Southern Dravidian is the reconstructed ancestral language from which the modern Southern Dravidian languages, such as Tamil, Kannada, and Malayalam, are derived.
  • D. Proto-North Dravidian
    Proto-North Dravidian is the reconstructed ancestral language hypothesized to underlie the modern North Dravidian languages such as Kurukh, Malto, and Brahui.
  • E. 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.
  • 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_69ca8326e6c881908ff720d6abaebdc5 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe9d11274819099cc33a21a993a1f completed March 31, 2026, 3:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce89677888819091dfda14ce6baef3 completed April 2, 2026, 3:21 p.m.
NEDg Description generation batch_69ce8c10d774819086437ffeeb1ef25d completed April 2, 2026, 3:32 p.m.
NED2 Entity disambiguation (via description) batch_69ce8d0064fc819095058293e4229f25 completed April 2, 2026, 3:36 p.m.
Created at: March 30, 2026, 6:20 p.m.