Triple
T222914
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berber languages |
E4254
|
entity |
| Predicate | macroLanguage |
P5218
|
FINISHED |
| Object |
Tamazight (generic)
Tamazight (generic) is a standardized macrolanguage term covering several closely related Berber (Amazigh) languages spoken primarily across North Africa.
|
E28395
|
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: Tamazight (generic) | Statement: [Berber languages, macroLanguage, Tamazight (generic)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tamazight (generic) Context triple: [Berber languages, macroLanguage, Tamazight (generic)]
-
A.
Abital
Abital is one of the lesser-known wives of the biblical King David, mentioned in the Hebrew Bible as the mother of his son Shephatiah.
-
B.
Plegridy
Plegridy is a pegylated interferon beta-1a medication used to treat relapsing forms of multiple sclerosis.
-
C.
Pregny-Chambésy
Pregny-Chambésy is a small, affluent municipality on the shores of Lake Geneva in the canton of Geneva, Switzerland, known for hosting several international organizations and diplomatic missions.
-
D.
As-Samad
As-Samad is one of the names of Allah in Islam, signifying the One who is absolutely self-sufficient, eternally depended upon by all creation, and free of all need.
-
E.
Nuskhuri
Nuskhuri is a medieval Georgian script primarily used in religious manuscripts and liturgical texts of the Georgian Orthodox Church.
- 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: Tamazight (generic) Triple: [Berber languages, macroLanguage, Tamazight (generic)]
Generated description
Tamazight (generic) is a standardized macrolanguage term covering several closely related Berber (Amazigh) languages spoken primarily across North Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tamazight (generic) Target entity description: Tamazight (generic) is a standardized macrolanguage term covering several closely related Berber (Amazigh) languages spoken primarily across North Africa.
-
A.
Abital
Abital is one of the lesser-known wives of the biblical King David, mentioned in the Hebrew Bible as the mother of his son Shephatiah.
-
B.
Plegridy
Plegridy is a pegylated interferon beta-1a medication used to treat relapsing forms of multiple sclerosis.
-
C.
Pregny-Chambésy
Pregny-Chambésy is a small, affluent municipality on the shores of Lake Geneva in the canton of Geneva, Switzerland, known for hosting several international organizations and diplomatic missions.
-
D.
As-Samad
As-Samad is one of the names of Allah in Islam, signifying the One who is absolutely self-sufficient, eternally depended upon by all creation, and free of all need.
-
E.
Nuskhuri
Nuskhuri is a medieval Georgian script primarily used in religious manuscripts and liturgical texts of the Georgian Orthodox Church.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: macroLanguage Context triple: [Berber languages, macroLanguage, Tamazight (generic)]
-
A.
macrolanguage
chosen
Indicates that a language is classified as a macrolanguage encompassing multiple closely related individual languages or varieties.
-
B.
scriptVariantLanguage
Indicates that a language is a variant distinguished by its writing system or script from another, related language form.
-
C.
languageFeature
Indicates that one entity is a characteristic, property, or capability of a language associated with the other entity.
-
D.
languageNeutral
Indicates that the relationship or action is independent of any specific natural language, applying uniformly across different linguistic contexts.
-
E.
recognizedLanguage
Indicates that an entity has identified, detected, or acknowledged a particular language as being used or present.
- F. None of above.
Provenance (6 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_69a2573508588190b522c2476d91acfe |
completed | Feb. 28, 2026, 2:47 a.m. |
| NER | Named-entity recognition | batch_69a25c705fd88190bfee7f5e1f7cee17 |
completed | Feb. 28, 2026, 3:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a34d96acd88190ae3c8c86bee2572c |
completed | Feb. 28, 2026, 8:18 p.m. |
| NEDg | Description generation | batch_69a351694cf48190a87a4135868cab86 |
completed | Feb. 28, 2026, 8:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a351c25af08190858e4d6644ddd75d |
completed | Feb. 28, 2026, 8:36 p.m. |
| PD | Predicate disambiguation | batch_69a25b5617788190814358aee3f7ae37 |
completed | Feb. 28, 2026, 3:04 a.m. |
Created at: Feb. 28, 2026, 2:53 a.m.