Triple
T4574724
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Outline of a Theory of Practice |
E123115
|
entity |
| Predicate | empiricalBasis |
P58039
|
FINISHED |
| Object | Kabyle society in Algeria |
E161944
|
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: Kabyle society in Algeria | Statement: [Outline of a Theory of Practice, empiricalBasis, Kabyle society in Algeria]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kabyle society in Algeria Context triple: [Outline of a Theory of Practice, empiricalBasis, Kabyle society in Algeria]
-
A.
Kabylie
chosen
Kabylie is a mountainous coastal region in northern Algeria known as a historic stronghold of the Kabyle Berber people and their distinct language and culture.
-
B.
M’zab region of Algeria
The M’zab region of Algeria is a historic Saharan oasis area known for its fortified Ibadi towns, distinctive vernacular architecture, and preservation of a unique Berber-Islamic cultural heritage.
-
C.
Kabyle
Kabyle is a major Northern Berber language spoken primarily in the Kabylie region of Algeria by the Kabyle people.
-
D.
northern Algeria
Northern Algeria is the country’s coastal and most densely populated region, encompassing major urban and economic centers along the Mediterranean, including the capital area.
-
E.
Tunisian Saharan Berber
Tunisian Saharan Berber is a Berber language variety spoken by communities in the Saharan regions of Tunisia, belonging to the broader Zenati branch of the Berber language family.
- 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: empiricalBasis Context triple: [Outline of a Theory of Practice, empiricalBasis, Kabyle society in Algeria]
-
A.
empiricalStatus
Indicates the degree to which something (such as a claim, theory, or method) is supported, validated, or constrained by empirical observation or experimental evidence.
-
B.
becameBasisOf
Indicates that one entity served as the foundational source, model, or starting point upon which another entity was developed, derived, or established.
-
C.
isBasedOn
Indicates that one entity is derived from, inspired by, or developed using the content, structure, or principles of another entity.
-
D.
areBasedOn
Indicates that one entity is founded, derived, or developed from the principles, content, or structure of another entity.
-
E.
evaluationBasis
Indicates the criteria, standards, or reference framework used to judge, assess, or measure something in an evaluation process.
- 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_69bd46466c7081909d07f36be2d08804 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd58c9f0bc81908d87f01ab067818a |
completed | March 20, 2026, 2:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdd3dde41c81909adf91b53450e590 |
completed | March 20, 2026, 11:10 p.m. |
| PD | Predicate disambiguation | batch_69bd5228b70c8190ac48705e35a710c1 |
completed | March 20, 2026, 1:56 p.m. |
| PDg | Predicate description generation | batch_69bd56b4a9508190acdb888eef18f1ee |
completed | March 20, 2026, 2:16 p.m. |
Created at: March 20, 2026, 1:10 p.m.