Triple
T3853891
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grotte de Niaux |
E85363
|
entity |
| Predicate | hasArtPeriod |
P16613
|
FINISHED |
| Object |
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.
|
E392537
|
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: Magdalenian | Statement: [Grotte de Niaux, hasArtPeriod, Magdalenian]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Magdalenian Context triple: [Grotte de Niaux, hasArtPeriod, Magdalenian]
-
A.
Stone Age
The Stone Age is the earliest known period of human prehistory, characterized by the creation and use of stone tools before the advent of metalworking.
-
B.
Corded Ware culture
The Corded Ware culture was a widespread Late Neolithic–Early Bronze Age archaeological culture in much of northern and central Europe, often linked to early Indo-European expansions.
-
C.
Badarian culture
Badarian culture was an early Predynastic Egyptian Neolithic culture in Upper Egypt, notable for its distinctive pottery, burial practices, and role in the development of ancient Egyptian civilization.
-
D.
Yamnaya culture
The Yamnaya culture was a late Copper Age to early Bronze Age pastoralist society of the Pontic–Caspian steppe, often linked to the spread of Indo-European languages and steppe ancestry across Europe and parts of Asia.
-
E.
Idumaean
Idumaean refers to a person from Idumea (Edom), a region south of Judea whose inhabitants were integrated into the Jewish state in the late Second Temple period and are historically associated with figures like Herod the Great.
- 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: Magdalenian Triple: [Grotte de Niaux, hasArtPeriod, Magdalenian]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Magdalenian Target entity description: 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.
-
A.
Stone Age
The Stone Age is the earliest known period of human prehistory, characterized by the creation and use of stone tools before the advent of metalworking.
-
B.
Corded Ware culture
The Corded Ware culture was a widespread Late Neolithic–Early Bronze Age archaeological culture in much of northern and central Europe, often linked to early Indo-European expansions.
-
C.
Badarian culture
Badarian culture was an early Predynastic Egyptian Neolithic culture in Upper Egypt, notable for its distinctive pottery, burial practices, and role in the development of ancient Egyptian civilization.
-
D.
Yamnaya culture
The Yamnaya culture was a late Copper Age to early Bronze Age pastoralist society of the Pontic–Caspian steppe, often linked to the spread of Indo-European languages and steppe ancestry across Europe and parts of Asia.
-
E.
Idumaean
Idumaean refers to a person from Idumea (Edom), a region south of Judea whose inhabitants were integrated into the Jewish state in the late Second Temple period and are historically associated with figures like Herod the Great.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasArtPeriod Context triple: [Grotte de Niaux, hasArtPeriod, Magdalenian]
-
A.
hasArtisticDiscipline
Indicates that one entity practices, specializes in, or is associated with a particular artistic discipline or field.
-
B.
hasArtisticReputation
Indicates that an entity is recognized or regarded for its artistic skill, contribution, or standing.
-
C.
inArtSince
Indicates that an entity has been involved or active in the field of art starting from a specified time.
-
D.
hasArtProgram
Indicates that an entity offers or participates in an art-related educational or creative program.
-
E.
hasArtHistoricalSignificance
chosen
Indicates that something holds notable importance or influence within the context of art history.
- 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_69aed936de1c81908f91bed80f70abb2 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeec0438308190865ff74bee5a1cf2 |
completed | March 9, 2026, 3:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5041c7250819093b2743afeb6e36c |
completed | March 14, 2026, 6:45 a.m. |
| NEDg | Description generation | batch_69b504c46dcc8190a9775c39e5c734a9 |
completed | March 14, 2026, 6:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b505742830819093a861bde17c03c0 |
completed | March 14, 2026, 6:51 a.m. |
| PD | Predicate disambiguation | batch_69aee750377c8190af70c79768c0edd8 |
completed | March 9, 2026, 3:29 p.m. |
Created at: March 9, 2026, 3:19 p.m.