Triple

T4079160
Position Surface form Disambiguated ID Type / Status
Subject 8.2 kiloyear event E87434 entity
Predicate partOf P40 FINISHED
Object Holocene climate variability
Holocene climate variability refers to the natural fluctuations in Earth’s climate over the last ~11,700 years, encompassing a range of multi-decadal to millennial-scale warming and cooling events that occurred during the current interglacial period.
E87433 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: Holocene climate variability | Statement: [8.2 kiloyear event, partOf, Holocene climate variability]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Holocene climate variability
Context triple: [8.2 kiloyear event, partOf, Holocene climate variability]
  • A. Notes from the Holocene
    Notes from the Holocene is a nonfiction book by science writer Dorian Sagan that explores humanity’s place in the universe through the lenses of evolution, ecology, and cosmology.
  • B. Eocene–Oligocene climate transition
    The Eocene–Oligocene climate transition was a major global cooling event around 34 million years ago that marked the shift from a greenhouse to an icehouse Earth, including the formation of large Antarctic ice sheets.
  • C. Holocene climatic optimum
    The Holocene climatic optimum was a warm period roughly 9,000–5,000 years ago when global temperatures, especially in the Northern Hemisphere, were higher than today, influencing the spread of forests and early human civilizations.
  • D. Paleogene climatic optimums
    Paleogene climatic optimums were intervals of exceptionally warm global climate during the Paleogene Period that set the stage for the cooler conditions of the subsequent Neogene.
  • E. Cenozoic glaciations
    Cenozoic glaciations are a series of major ice age cycles during the Cenozoic Era that saw extensive growth and retreat of continental ice sheets, profoundly shaping Earth’s climate and landscapes.
  • 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: Holocene climate variability
Triple: [8.2 kiloyear event, partOf, Holocene climate variability]
Generated description
Holocene climate variability refers to the natural fluctuations in Earth’s climate over the last ~11,700 years, encompassing a range of multi-decadal to millennial-scale warming and cooling events that occurred during the current interglacial period.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Holocene climate variability
Target entity description: Holocene climate variability refers to the natural fluctuations in Earth’s climate over the last ~11,700 years, encompassing a range of multi-decadal to millennial-scale warming and cooling events that occurred during the current interglacial period.
  • A. Notes from the Holocene
    Notes from the Holocene is a nonfiction book by science writer Dorian Sagan that explores humanity’s place in the universe through the lenses of evolution, ecology, and cosmology.
  • B. Eocene–Oligocene climate transition
    The Eocene–Oligocene climate transition was a major global cooling event around 34 million years ago that marked the shift from a greenhouse to an icehouse Earth, including the formation of large Antarctic ice sheets.
  • C. Holocene climatic optimum chosen
    The Holocene climatic optimum was a warm period roughly 9,000–5,000 years ago when global temperatures, especially in the Northern Hemisphere, were higher than today, influencing the spread of forests and early human civilizations.
  • D. Paleogene climatic optimums
    Paleogene climatic optimums were intervals of exceptionally warm global climate during the Paleogene Period that set the stage for the cooler conditions of the subsequent Neogene.
  • E. Cenozoic glaciations
    Cenozoic glaciations are a series of major ice age cycles during the Cenozoic Era that saw extensive growth and retreat of continental ice sheets, profoundly shaping Earth’s climate and landscapes.
  • F. None of above.

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_69aed9435cf48190ad1da737c962d19d completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefc4e95b08190bd1ee8f6d3a9613c completed March 9, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69b562c0ecb48190b3def058eaf49dd3 completed March 14, 2026, 1:29 p.m.
NEDg Description generation batch_69b566abe9508190bdd2ff7cc98bac2e completed March 14, 2026, 1:46 p.m.
NED2 Entity disambiguation (via description) batch_69b566f5fc8481909d8983af6b25905a completed March 14, 2026, 1:47 p.m.
Created at: March 9, 2026, 3:39 p.m.