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.