Triple

T4588323
Position Surface form Disambiguated ID Type / Status
Subject Austronesian peoples E103422 entity
Predicate timeOfMajorExpansion P6451 FINISHED
Object Neolithic period E66462 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: Neolithic period | Statement: [Austronesian peoples, timeOfMajorExpansion, Neolithic period]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Neolithic period
Context triple: [Austronesian peoples, timeOfMajorExpansion, Neolithic period]
  • A. Stone Age chosen
    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. Woodland period
    The Woodland period was a prehistoric era in North America marked by the development of pottery, mound-building, horticulture, and increasingly complex social and trade networks.
  • C. Copper Age
    The Copper Age was a prehistoric period marked by the first widespread human use of copper tools and weapons, bridging the transition between the Stone Age and the Bronze Age.
  • D. Archaic period
    The Archaic period in Aridoamerica was a long prehistoric era marked by hunter-gatherer societies adapting to arid environments through intensive plant use, early cultivation, and increasingly complex social organization.
  • E. Bronze Age
    The Bronze Age was an ancient era characterized by the widespread use of bronze tools and weapons, early urbanization, and the emergence of complex societies across regions including the Near East, where the Hebrews lived.
  • 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: timeOfMajorExpansion
Context triple: [Austronesian peoples, timeOfMajorExpansion, Neolithic period]
  • A. timePeriodOfMajorExpansion chosen
    Indicates the time span during which the referenced entity underwent its most significant growth or expansion.
  • B. timePeriodOfMajorShrinkage
    Indicates the time period during which a significant reduction or contraction of something occurs.
  • C. historicalPeriodOfMajorActivity
    Indicates the historical period during which an entity carried out its most significant or influential activities.
  • D. eraOfMajorConstruction
    Indicates the time period during which the primary or most significant phase of construction for an entity took place.
  • E. yearOfMajorMigration
    Indicates the specific year in which a significant migration event involving the subject took place.
  • F. None of above.

Provenance (4 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_69bd43dccaf08190aa89e9991a289719 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd592115fc8190b1aee1d8bbaf1ee3 completed March 20, 2026, 2:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69bde0b9f700819082b0e5171132d0f3 completed March 21, 2026, 12:05 a.m.
PD Predicate disambiguation batch_69bd522acbcc8190bf24d9517793a2c1 completed March 20, 2026, 1:56 p.m.
Created at: March 20, 2026, 1:11 p.m.