Triple
T14096611
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mahra Governorate |
E339267
|
entity |
| Predicate | languageFamilyOfLocalLanguages |
P36135
|
FINISHED |
| Object | Modern South Arabian languages |
E68212
|
NE FINISHED |
How this triple was built (3 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: Modern South Arabian languages | Statement: [Mahra Governorate, languageFamilyOfLocalLanguages, Modern South Arabian languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Modern South Arabian languages Context triple: [Mahra Governorate, languageFamilyOfLocalLanguages, Modern South Arabian languages]
-
A.
Modern South Arabian languages
chosen
Modern South Arabian languages are a small group of endangered Semitic languages spoken primarily in Yemen and Oman, distinct from both Arabic and the ancient South Arabian languages.
-
B.
Southwest Sabahan languages
The Southwest Sabahan languages are a subgroup of Austronesian languages spoken in the southwestern part of Sabah, Malaysian Borneo, known for their close relationship to other Greater North Borneo languages.
-
C.
Old South Arabian
Old South Arabian is an extinct group of ancient Semitic languages once spoken in what is now Yemen and surrounding regions, known primarily from inscriptions written in a distinctive consonantal script.
-
D.
Southwestern Iranian languages
Southwestern Iranian languages are a branch of the Iranian language family that includes major languages such as Persian, Luri, and Tat, primarily spoken in Iran and surrounding regions.
-
E.
South Semitic languages
South Semitic languages are a branch of the Semitic language family spoken primarily in the southern Arabian Peninsula and the Horn of Africa, including languages such as Arabic’s ancient South Arabian relatives and the Modern South Arabian and Ethiopian Semitic languages.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: languageFamilyOfLocalLanguages Context triple: [Mahra Governorate, languageFamilyOfLocalLanguages, Modern South Arabian languages]
-
A.
languageFamilyOf
Indicates that one entity is the language family to which the other entity (a specific language) belongs.
-
B.
languageFamily
Indicates that two or more languages belong to the same genealogical language family or linguistic lineage.
-
C.
languageFamilyAssociation
chosen
Indicates an association where one entity belongs to, is classified under, or is related to a particular language family.
-
D.
languageFamilyAssociated
Indicates that there is an association or connection between a language and a particular language family.
-
E.
languageIsolateFamily
Indicates that a language belongs to a language family that has no demonstrable genetic relationship to any other known language family.
- F. None of above.
Provenance (4 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_69d81c69b5c8819094aa1abf18302908 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de5fb926288190a7f0f50d1d585d76 |
completed | April 14, 2026, 3:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd3243360c819084a524af2e452863 |
completed | May 8, 2026, 12:45 a.m. |
| PD | Predicate disambiguation | batch_69de05b2f7e481908a9a7d40153234c0 |
completed | April 14, 2026, 9:15 a.m. |
Created at: April 9, 2026, 10:22 p.m.