Triple

T10920868
Position Surface form Disambiguated ID Type / Status
Subject Austro-Tai hypothesis E257941 entity
Predicate relatedTo P37 FINISHED
Object Austric hypothesis
The Austric hypothesis is a proposed but controversial macro-family theory suggesting a common origin for several language families of Southeast Asia and the Pacific, including Austroasiatic and Austronesian.
 E893925 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: Austric hypothesis | Statement: [Austro-Tai hypothesis, relatedTo, Austric hypothesis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Austric hypothesis
Context triple: [Austro-Tai hypothesis, relatedTo, Austric hypothesis]
  • A. Nostratic hypothesis
    The Nostratic hypothesis is a controversial linguistic theory proposing that several major language families of Eurasia and sometimes beyond share a common ancestral proto-language.
  • B. Austro-Tai hypothesis
    The Austro-Tai hypothesis is a proposed macro-family in historical linguistics that suggests a genetic relationship between the Tai–Kadai languages and the Austronesian language family.
  • C. Macro-Jê hypothesis (disputed)
    The Macro-Jê hypothesis (disputed) is a proposed but controversial language macro-family that seeks to group the Jê languages of Brazil with several other South American language families into a larger genetic unit.
  • D. Sunda-Sulawesi hypothesis
    The Sunda-Sulawesi hypothesis is a proposed subgrouping within the Austronesian language family that suggests a closer genetic relationship among certain languages spoken in western Indonesia and surrounding regions.
  • E. Macro-Tucanoan hypothesis
    The Macro-Tucanoan hypothesis is a proposed large-scale language family grouping that suggests a distant genetic relationship among several indigenous language families of the western Amazon, including Tucanoan and possibly Cahuapanan.
  • 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: Austric hypothesis
Triple: [Austro-Tai hypothesis, relatedTo, Austric hypothesis]
Generated description
The Austric hypothesis is a proposed but controversial macro-family theory suggesting a common origin for several language families of Southeast Asia and the Pacific, including Austroasiatic and Austronesian.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Austric hypothesis
Target entity description: The Austric hypothesis is a proposed but controversial macro-family theory suggesting a common origin for several language families of Southeast Asia and the Pacific, including Austroasiatic and Austronesian.
  • A. Nostratic hypothesis
    The Nostratic hypothesis is a controversial linguistic theory proposing that several major language families of Eurasia and sometimes beyond share a common ancestral proto-language.
  • B. Austro-Tai hypothesis
    The Austro-Tai hypothesis is a proposed macro-family in historical linguistics that suggests a genetic relationship between the Tai–Kadai languages and the Austronesian language family.
  • C. Macro-Jê hypothesis (disputed)
    The Macro-Jê hypothesis (disputed) is a proposed but controversial language macro-family that seeks to group the Jê languages of Brazil with several other South American language families into a larger genetic unit.
  • D. Sunda-Sulawesi hypothesis
    The Sunda-Sulawesi hypothesis is a proposed subgrouping within the Austronesian language family that suggests a closer genetic relationship among certain languages spoken in western Indonesia and surrounding regions.
  • E. Macro-Tucanoan hypothesis
    The Macro-Tucanoan hypothesis is a proposed large-scale language family grouping that suggests a distant genetic relationship among several indigenous language families of the western Amazon, including Tucanoan and possibly Cahuapanan.
  • 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_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.
Created at: April 8, 2026, 9:22 p.m.