Triple

T10920880
Position Surface form Disambiguated ID Type / Status
Subject Austro-Tai hypothesis E257941 entity
Predicate involvesReconstructionOf P96657 FINISHED
Object Proto-Austro-Tai
Proto-Austro-Tai is a hypothetical ancestral language proposed to underlie both the Austronesian and Tai-Kadai language families within the Austro-Tai hypothesis.
E893926 NE FINISHED

How this triple was built (5 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-Austro-Tai | Statement: [Austro-Tai hypothesis, involvesReconstructionOf, Proto-Austro-Tai]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Proto-Austro-Tai
Context triple: [Austro-Tai hypothesis, involvesReconstructionOf, Proto-Austro-Tai]
  • A. Proto-Austroasiatic
    Proto-Austroasiatic is the hypothesized common ancestor language from which all modern Austroasiatic languages, such as Khmer, Vietnamese, and Mon, are believed to have descended.
  • B. Proto-Sino-Tibetan
    Proto-Sino-Tibetan is the hypothesized common ancestral language from which all modern Sino-Tibetan languages, such as Chinese and Tibetan, are believed to have descended.
  • C. Proto-Tibeto-Burman
    Proto-Tibeto-Burman is the reconstructed common ancestor of the Tibeto-Burman branch of the Sino-Tibetan language family, from which languages like Tibetan, Burmese, and many Himalayan languages are derived.
  • D. Proto-Palaungic
    Proto-Palaungic is the reconstructed ancestral language from which the modern Palaungic languages of Mainland Southeast Asia are derived.
  • E. Proto-Austronesian
    Proto-Austronesian is the reconstructed common ancestor of the Austronesian language family, from which languages such as Javanese, Tagalog, and Malay are derived.
  • 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-Austro-Tai
Triple: [Austro-Tai hypothesis, involvesReconstructionOf, Proto-Austro-Tai]
Generated description
Proto-Austro-Tai is a hypothetical ancestral language proposed to underlie both the Austronesian and Tai-Kadai language families within the Austro-Tai hypothesis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Proto-Austro-Tai
Target entity description: Proto-Austro-Tai is a hypothetical ancestral language proposed to underlie both the Austronesian and Tai-Kadai language families within the Austro-Tai hypothesis.
  • A. Proto-Austroasiatic
    Proto-Austroasiatic is the hypothesized common ancestor language from which all modern Austroasiatic languages, such as Khmer, Vietnamese, and Mon, are believed to have descended.
  • B. Proto-Sino-Tibetan
    Proto-Sino-Tibetan is the hypothesized common ancestral language from which all modern Sino-Tibetan languages, such as Chinese and Tibetan, are believed to have descended.
  • C. Proto-Tibeto-Burman
    Proto-Tibeto-Burman is the reconstructed common ancestor of the Tibeto-Burman branch of the Sino-Tibetan language family, from which languages like Tibetan, Burmese, and many Himalayan languages are derived.
  • D. Proto-Palaungic
    Proto-Palaungic is the reconstructed ancestral language from which the modern Palaungic languages of Mainland Southeast Asia are derived.
  • E. Proto-Austronesian
    Proto-Austronesian is the reconstructed common ancestor of the Austronesian language family, from which languages such as Javanese, Tagalog, and Malay are derived.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: involvesReconstructionOf
Context triple: [Austro-Tai hypothesis, involvesReconstructionOf, Proto-Austro-Tai]
  • A. containsReconstructionOf
    Indicates that one entity includes or incorporates a recreated, restored, or reconstructed version of another entity.
  • B. reconstructedIn
    Indicates that something has been rebuilt, restored, or re-created within a particular context, location, or medium.
  • C. reconstructedAsPartOf
    Indicates that one entity has been rebuilt, restored, or recreated as a component or segment of another, larger whole.
  • D. reconstructionFor
    Indicates that one entity serves as a reconstruction, restoration, or rebuilt version of another entity.
  • E. reconstructs
    Indicates performing an action to rebuild, restore, or reassemble something from its parts, damage, or prior state.
  • F. None of above. chosen

Provenance (7 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_69d6aa864ed88190818280ab6791d065 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d77082a1488190850a4409339c3e1e completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2171adbbc8190916a5463b6e5c186 completed April 17, 2026, 11:18 a.m.
NEDg Description generation batch_69e21d8a2e6881909b33cbe4ab919315 completed April 17, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69e21eaa1e9881909f3b276e0ff0c511 completed April 17, 2026, 11:51 a.m.
PD Predicate disambiguation batch_69d72e799f808190b6ab64fc7586a303 completed April 9, 2026, 4:43 a.m.
PDg Predicate description generation batch_69d7322370648190ba14cdd6fb4cdcb0 completed April 9, 2026, 4:59 a.m.
Created at: April 8, 2026, 9:22 p.m.