Triple
T20914886
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Upper Palaeolithic |
E515045
|
entity |
| Predicate | hasCulturalPhase |
P120347
|
FINISHED |
| Object | Aurignacian |
—
|
NE NERFINISHED |
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: Aurignacian | Statement: [Upper Palaeolithic, hasCulturalPhase, Aurignacian]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aurignacian Context triple: [Upper Palaeolithic, hasCulturalPhase, Aurignacian]
-
A.
Aurignacian
chosen
The Aurignacian was an early Upper Paleolithic culture in Europe, associated with some of the earliest modern humans and known for its advanced stone tools, bone artifacts, and figurative cave art.
-
B.
Gravettian
Gravettian is an Upper Paleolithic archaeological culture in Europe, known for its distinctive stone tools, cave art, and Venus figurines dating roughly from 33,000 to 21,000 years ago.
-
C.
Magdalenian
Magdalenian refers to a late Upper Paleolithic culture in Western Europe, known for its sophisticated cave art, bone and antler tools, and hunter-gatherer lifestyle near the end of the last Ice Age.
-
D.
Upper Palaeolithic
The Upper Palaeolithic is the final phase of the Old Stone Age, marked by advanced stone tools, cave art, and the widespread presence of anatomically modern humans across Eurasia.
-
E.
Acheulean
Acheulean is a prehistoric stone tool industry characterized by large bifacial handaxes and cleavers, associated mainly with Homo erectus and early Homo sapiens across Africa, Europe, and Asia.
- 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: hasCulturalPhase Context triple: [Upper Palaeolithic, hasCulturalPhase, Aurignacian]
-
A.
culturalPhase
chosen
Indicates the specific cultural or stylistic period to which an entity (such as an artifact, site, or work) is assigned within a broader historical or archaeological sequence.
-
B.
hasCulturalDevelopment
Indicates that an entity exhibits, contributes to, or is characterized by a particular level or type of cultural growth, expression, or advancement.
-
C.
hasCulturalShift
Indicates a change in the prevailing beliefs, values, norms, or practices within a group, organization, or society over time.
-
D.
hasCulturalScope
Indicates that a relationship or action is limited to, relevant within, or characterized by a particular cultural context or domain.
-
E.
hasCulturalFeature
Indicates that an entity possesses, includes, or is characterized by a particular cultural element, attribute, or landmark.
- F. None of above.
Provenance (3 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_69e0b4f9d5ec8190bb2bd27350ed341c |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6ec61a6ec81908d9e0629438d27c9 |
completed | April 21, 2026, 3:17 a.m. |
| PD | Predicate disambiguation | batch_69e5c9ac91108190a6700fcdf2f11890 |
completed | April 20, 2026, 6:37 a.m. |
Created at: April 16, 2026, 12:48 p.m.