Triple
T7194851
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bambam language |
E168586
|
entity |
| Predicate | hasClassificationSource |
P35713
|
FINISHED |
| Object | Ethnologue |
E231982
|
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: Ethnologue | Statement: [Bambam language, hasClassificationSource, Ethnologue]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ethnologue Context triple: [Bambam language, hasClassificationSource, Ethnologue]
-
A.
Ethnologue
chosen
Ethnologue is a comprehensive reference work that catalogs and provides detailed information on the world’s known living languages.
-
B.
Glottolog
Glottolog is a comprehensive bibliographic and classification database of the world’s languages and dialects, maintained by linguists at the Max Planck Institute.
-
C.
SIL International
SIL International is a global, faith-based nonprofit organization specializing in linguistic research, Bible translation, and support for minority and endangered languages.
-
D.
UNESCO Atlas of the World’s Languages in Danger
The UNESCO Atlas of the World’s Languages in Danger is an online reference work that documents and maps endangered languages worldwide, providing information on their vitality and risk of extinction.
-
E.
Linguistic Survey of India
The Linguistic Survey of India is a comprehensive, multi-volume survey of the languages and dialects of the Indian subcontinent conducted during the British colonial period under the direction of George A. Grierson.
- 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: hasClassificationSource Context triple: [Bambam language, hasClassificationSource, Ethnologue]
-
A.
hasLinguisticClassificationSource
chosen
Indicates the source or reference from which a linguistic classification has been derived or documented.
-
B.
areClassifiedBy
Indicates that entities are assigned to one or more categories, types, or classes according to a specified classification scheme.
-
C.
isClassifiedUnder
Indicates that one entity is categorized or grouped within a broader class, type, or category represented by another entity.
-
D.
supportsClassificationUpTo
Indicates that one entity provides assistance, resources, or functionality enabling another entity to perform classification tasks up to a specified level, scope, or complexity.
-
E.
hasLCClassification
Indicates that an entity is assigned a specific Library of Congress Classification code representing its subject or shelving category.
- 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_69c68a5376748190bb500f03df86e93e |
completed | March 27, 2026, 1:46 p.m. |
| NER | Named-entity recognition | batch_69c6e9050164819081fd6a11d10f9833 |
completed | March 27, 2026, 8:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7bf9b8ff48190a561035f754922e9 |
completed | March 28, 2026, 11:46 a.m. |
| PD | Predicate disambiguation | batch_69c6e752385c819096fbab55566ee2a8 |
completed | March 27, 2026, 8:23 p.m. |
Created at: March 27, 2026, 2:51 p.m.