Triple

T8256132
Position Surface form Disambiguated ID Type / Status
Subject Kura–Araxes culture E193073 entity
Predicate precededBy P97 FINISHED
Object Shulaveri–Shomu culture
The Shulaveri–Shomu culture was a Neolithic–Chalcolithic archaeological culture of the South Caucasus, notable for its early farming communities, circular mud-brick architecture, and some of the region’s earliest evidence of settled village life.
E727342 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: Shulaveri–Shomu culture | Statement: [Kura–Araxes culture, precededBy, Shulaveri–Shomu culture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shulaveri–Shomu culture
Context triple: [Kura–Araxes culture, precededBy, Shulaveri–Shomu culture]
  • A. Kura–Araxes culture
    The Kura–Araxes culture was an early Bronze Age archaeological culture of the South Caucasus and surrounding regions, notable for its distinctive red-black pottery, metallurgy, and settlement patterns.
  • B. Sintashta culture
    The Sintashta culture was a Bronze Age archaeological culture of the Eurasian steppe, notable for its fortified settlements, early chariot warfare, and its role in the emergence of Proto-Indo-Iranian-speaking populations.
  • C. 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.
  • D. Srubnaya culture
    The Srubnaya culture was a Late Bronze Age pastoralist society of the Eurasian steppe, known for its timber-framed burial chambers and role in the spread of Indo-Iranian groups.
  • E. Trialeti-Vanadzor culture
    The Trialeti-Vanadzor culture was a prominent Middle to Late Bronze Age archaeological culture of the South Caucasus, noted for its rich burial mounds, advanced metalwork, and far-reaching trade connections.
  • 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: Shulaveri–Shomu culture
Triple: [Kura–Araxes culture, precededBy, Shulaveri–Shomu culture]
Generated description
The Shulaveri–Shomu culture was a Neolithic–Chalcolithic archaeological culture of the South Caucasus, notable for its early farming communities, circular mud-brick architecture, and some of the region’s earliest evidence of settled village life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shulaveri–Shomu culture
Target entity description: The Shulaveri–Shomu culture was a Neolithic–Chalcolithic archaeological culture of the South Caucasus, notable for its early farming communities, circular mud-brick architecture, and some of the region’s earliest evidence of settled village life.
  • A. Kura–Araxes culture
    The Kura–Araxes culture was an early Bronze Age archaeological culture of the South Caucasus and surrounding regions, notable for its distinctive red-black pottery, metallurgy, and settlement patterns.
  • B. Sintashta culture
    The Sintashta culture was a Bronze Age archaeological culture of the Eurasian steppe, notable for its fortified settlements, early chariot warfare, and its role in the emergence of Proto-Indo-Iranian-speaking populations.
  • C. 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.
  • D. Srubnaya culture
    The Srubnaya culture was a Late Bronze Age pastoralist society of the Eurasian steppe, known for its timber-framed burial chambers and role in the spread of Indo-Iranian groups.
  • E. Trialeti-Vanadzor culture
    The Trialeti-Vanadzor culture was a prominent Middle to Late Bronze Age archaeological culture of the South Caucasus, noted for its rich burial mounds, advanced metalwork, and far-reaching trade connections.
  • 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_69ca82dfad9c8190b8cd18fb89f50f40 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb78fb91d08190904c59ccc0cd444a completed March 31, 2026, 7:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69cdc6c1451881909cfed1e27b57847c completed April 2, 2026, 1:30 a.m.
NEDg Description generation batch_69cdcb8cbd3c8190b467ecbcf55231e9 completed April 2, 2026, 1:51 a.m.
NED2 Entity disambiguation (via description) batch_69cdccff097c819099a33612504468e1 completed April 2, 2026, 1:57 a.m.
Created at: March 30, 2026, 5:49 p.m.