Triple
T13923378
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Copper Age |
E334799
|
entity |
| Predicate | hasNotableCulture |
P3114
|
FINISHED |
| Object |
Varna culture
The Varna culture was a prehistoric civilization in northeastern Bulgaria, notable for its advanced metallurgy and some of the world’s earliest known gold artifacts.
|
E1069745
|
NE FINISHED |
How this triple was built (4 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: Varna culture | Statement: [Copper Age, hasNotableCulture, Varna culture]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Varna culture Context triple: [Copper Age, hasNotableCulture, Varna culture]
-
A.
Sredny Stog culture
The Sredny Stog culture was a late Neolithic–Eneolithic archaeological culture of the Pontic–Caspian steppe, often regarded as an important candidate for the early Proto-Indo-European homeland.
-
B.
Andronovo culture
The Andronovo culture was a Bronze Age Indo-Iranian archaeological complex of pastoralist societies spread across the Eurasian Steppe, notable for its metallurgy, fortified settlements, and distinctive burial practices.
-
C.
Pit Grave culture
The Pit Grave culture, better known as the Yamnaya culture, was a late Copper Age–early Bronze Age pastoralist society of the Pontic–Caspian steppe often linked to the spread of Indo-European languages across Eurasia.
-
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.
Afanasievo culture
The Afanasievo culture was an early Bronze Age archaeological culture of pastoralists in the Altai–Sayan region of Central Asia, often associated with the eastward expansion of early Indo-European-speaking populations.
- 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: Varna culture Triple: [Copper Age, hasNotableCulture, Varna culture]
Generated description
The Varna culture was a prehistoric civilization in northeastern Bulgaria, notable for its advanced metallurgy and some of the world’s earliest known gold artifacts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Varna culture Target entity description: The Varna culture was a prehistoric civilization in northeastern Bulgaria, notable for its advanced metallurgy and some of the world’s earliest known gold artifacts.
-
A.
Sredny Stog culture
The Sredny Stog culture was a late Neolithic–Eneolithic archaeological culture of the Pontic–Caspian steppe, often regarded as an important candidate for the early Proto-Indo-European homeland.
-
B.
Andronovo culture
The Andronovo culture was a Bronze Age Indo-Iranian archaeological complex of pastoralist societies spread across the Eurasian Steppe, notable for its metallurgy, fortified settlements, and distinctive burial practices.
-
C.
Pit Grave culture
The Pit Grave culture, better known as the Yamnaya culture, was a late Copper Age–early Bronze Age pastoralist society of the Pontic–Caspian steppe often linked to the spread of Indo-European languages across Eurasia.
-
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.
Afanasievo culture
The Afanasievo culture was an early Bronze Age archaeological culture of pastoralists in the Altai–Sayan region of Central Asia, often associated with the eastward expansion of early Indo-European-speaking populations.
- 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_69d81c5f739081908bc05b2461f54828 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2aa5c1f481908a9d8786872f08fe |
completed | April 14, 2026, 11:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7ce7ecb488190b96f67cad4b91968 |
completed | May 3, 2026, 10:38 p.m. |
| NEDg | Description generation | batch_69f9fd5b82f48190b0b89ddca25883cc |
completed | May 5, 2026, 2:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f9fea0a9dc8190b5b65dfec9626949 |
completed | May 5, 2026, 2:28 p.m. |
Created at: April 9, 2026, 10:16 p.m.