Triple

T26544175
Position Surface form Disambiguated ID Type / Status
Subject Brian Fagan E671479 entity
Predicate notableWork P4 FINISHED
Object The Long Summer: How Climate Changed Civilization
The Long Summer: How Climate Changed Civilization is a historical and scientific study that explores how long-term climate shifts have shaped human societies and the rise and fall of civilizations.
 E1731860 NE FINISHED

How this triple was built (2 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: The Long Summer: How Climate Changed Civilization | Statement: [Brian Fagan, notableWork, The Long Summer: How Climate Changed Civilization]
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: The Long Summer: How Climate Changed Civilization
Triple: [Brian Fagan, notableWork, The Long Summer: How Climate Changed Civilization]
Generated description
The Long Summer: How Climate Changed Civilization is a historical and scientific study that explores how long-term climate shifts have shaped human societies and the rise and fall of civilizations.

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_69eeb3206e748190b90c85cc81f38c91 completed April 27, 2026, 12:51 a.m.
NER Named-entity recognition batch_69f614345af081908fe66518402d513d completed May 2, 2026, 3:11 p.m.
NED1 Entity disambiguation (via context triple) batch_6a11c8176c4c819080c386c632d77df6 completed May 23, 2026, 3:30 p.m.
NEDg Description generation batch_6a11c930ba90819087b58de4a6cf4628 completed May 23, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_6a11ca6f162c8190a8c7fbc1e188ea90 completed May 23, 2026, 3:40 p.m.
Created at: April 27, 2026, 1:43 a.m.