Triple

T13363053
Position Surface form Disambiguated ID Type / Status
Subject Halford Mackinder E318866 entity
Predicate notableWork P4 FINISHED
Object Heartland Theory
Heartland Theory is a geopolitical concept proposing that control of Eastern Europe and the central Eurasian "Heartland" is key to achieving global dominance.
E1037824 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: Heartland Theory | Statement: [Halford Mackinder, notableWork, Heartland Theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heartland Theory
Context triple: [Halford Mackinder, notableWork, Heartland Theory]
  • A. Pastoral Rule
    Pastoral Rule is a foundational 6th-century manual on Christian pastoral care and episcopal duties written by Pope Gregory the Great.
  • B. Blut und Boden agrarianism
    Blut und Boden agrarianism is a Nazi-era ideological doctrine that romanticized rural peasantry and land ownership as the racial and spiritual foundation of the German nation.
  • C. Agrarian Justice
    Agrarian Justice is a 1797 pamphlet by Thomas Paine that argues for economic equality through land taxation and early forms of social welfare.
  • D. frontier thesis
    The frontier thesis is a theory proposed by historian Frederick Jackson Turner that argues the American frontier experience fundamentally shaped the nation’s democracy, culture, and identity.
  • E. Heartland of Cities
    Heartland of Cities is a scholarly work by archaeologist Robert McCormick Adams Jr. that analyzes the development and organization of early urban centers in ancient Mesopotamia.
  • 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: Heartland Theory
Triple: [Halford Mackinder, notableWork, Heartland Theory]
Generated description
Heartland Theory is a geopolitical concept proposing that control of Eastern Europe and the central Eurasian "Heartland" is key to achieving global dominance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heartland Theory
Target entity description: Heartland Theory is a geopolitical concept proposing that control of Eastern Europe and the central Eurasian "Heartland" is key to achieving global dominance.
  • A. Pastoral Rule
    Pastoral Rule is a foundational 6th-century manual on Christian pastoral care and episcopal duties written by Pope Gregory the Great.
  • B. Blut und Boden agrarianism
    Blut und Boden agrarianism is a Nazi-era ideological doctrine that romanticized rural peasantry and land ownership as the racial and spiritual foundation of the German nation.
  • C. Agrarian Justice
    Agrarian Justice is a 1797 pamphlet by Thomas Paine that argues for economic equality through land taxation and early forms of social welfare.
  • D. frontier thesis
    The frontier thesis is a theory proposed by historian Frederick Jackson Turner that argues the American frontier experience fundamentally shaped the nation’s democracy, culture, and identity.
  • E. Heartland of Cities
    Heartland of Cities is a scholarly work by archaeologist Robert McCormick Adams Jr. that analyzes the development and organization of early urban centers in ancient Mesopotamia.
  • 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_69d806b7bbac8190b85278c87fa7aff3 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69da628affd081909f1790d333f0eef4 completed April 11, 2026, 3:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7267c99788190b158b1d9f57ceba2 completed May 3, 2026, 10:42 a.m.
NEDg Description generation batch_69f72a92211481909ddc9e45b6a3a488 completed May 3, 2026, 10:59 a.m.
NED2 Entity disambiguation (via description) batch_69f72b869a8c81908d3d6e05c80d89cf completed May 3, 2026, 11:03 a.m.
Created at: April 9, 2026, 9:32 p.m.