Triple
T12934299
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Martine Robbeets |
E309463
|
entity |
| Predicate | controversy |
P1783
|
FINISHED |
| Object |
Transeurasian hypothesis is considered controversial by many linguists
The Transeurasian hypothesis is a proposed but widely disputed linguistic theory that posits a genetic relationship among several language families across Eurasia, including Turkic, Mongolic, Tungusic, Koreanic, and sometimes Japonic.
|
E10238
|
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: Transeurasian hypothesis is considered controversial by many linguists | Statement: [Martine Robbeets, controversy, Transeurasian hypothesis is considered controversial by many linguists]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transeurasian hypothesis is considered controversial by many linguists Context triple: [Martine Robbeets, controversy, Transeurasian hypothesis is considered controversial by many linguists]
-
A.
Ural–Altaic hypothesis (disputed via Korean)
The Ural–Altaic hypothesis (disputed via Korean) is an outdated and largely rejected linguistic theory that proposed a genetic relationship between the Uralic and Altaic language families, sometimes controversially including Korean among them.
-
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.
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.
-
D.
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.
-
E.
Altaic languages (proposed)
Altaic languages (proposed) is a controversial hypothetical language family that groups together Turkic, Mongolic, Tungusic, and sometimes Koreanic and Japonic languages, primarily spoken across northern and central Asia.
- 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: Transeurasian hypothesis is considered controversial by many linguists Triple: [Martine Robbeets, controversy, Transeurasian hypothesis is considered controversial by many linguists]
Generated description
The Transeurasian hypothesis is a proposed but widely disputed linguistic theory that posits a genetic relationship among several language families across Eurasia, including Turkic, Mongolic, Tungusic, Koreanic, and sometimes Japonic.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Transeurasian hypothesis is considered controversial by many linguists Target entity description: The Transeurasian hypothesis is a proposed but widely disputed linguistic theory that posits a genetic relationship among several language families across Eurasia, including Turkic, Mongolic, Tungusic, Koreanic, and sometimes Japonic.
-
A.
Ural–Altaic hypothesis (disputed via Korean)
The Ural–Altaic hypothesis (disputed via Korean) is an outdated and largely rejected linguistic theory that proposed a genetic relationship between the Uralic and Altaic language families, sometimes controversially including Korean among them.
-
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.
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.
-
D.
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.
-
E.
Altaic languages (proposed)
chosen
Altaic languages (proposed) is a controversial hypothetical language family that groups together Turkic, Mongolic, Tungusic, and sometimes Koreanic and Japonic languages, primarily spoken across northern and central Asia.
- 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_69d7bdfa933c8190b5a27aa4a08a19b7 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d97dc6517481908637781da240b51f |
completed | April 10, 2026, 10:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6af6d16388190abc848ac67bf1fb9 |
completed | May 3, 2026, 2:14 a.m. |
| NEDg | Description generation | batch_69f6b08df448819080c0a7b0921bcc9f |
completed | May 3, 2026, 2:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6b121fdb881909a9a321794a3b8f1 |
completed | May 3, 2026, 2:21 a.m. |
Created at: April 9, 2026, 5:42 p.m.