Triple
T2837673
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle for Births |
E62388
|
entity |
| Predicate | relatedCampaign |
P29722
|
FINISHED |
| Object | Battle for Grain |
E62389
|
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: Battle for Grain | Statement: [Battle for Births, relatedCampaign, Battle for Grain]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battle for Grain Context triple: [Battle for Births, relatedCampaign, Battle for Grain]
-
A.
Battle for Grain
chosen
The Battle for Grain was a major Fascist Italian agricultural policy initiative launched by Benito Mussolini in the 1920s to boost domestic wheat production and reduce reliance on foreign imports.
-
B.
The Violence of the Green Revolution
The Violence of the Green Revolution is a critical analysis by Vandana Shiva examining how industrial agriculture and high-yield crop technologies have harmed ecological systems, small farmers, and food security, particularly in India.
-
C.
Poverty and Famines
Poverty and Famines is a seminal book by economist Amartya Sen that revolutionized the understanding of famine by arguing that they result more from failures of access and entitlement than from food shortages alone.
-
D.
The Shock Doctrine
The Shock Doctrine is a 2007 non-fiction book by Naomi Klein that argues global free-market policies have often been imposed through crises and disasters, a process she terms “disaster capitalism.”
-
E.
Peace, Land, and Bread
"Peace, Land, and Bread" was the Bolsheviks’ famous revolutionary slogan in 1917, promising an end to Russia’s involvement in World War I, redistribution of land to peasants, and relief from hunger for workers.
- 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: relatedCampaign Context triple: [Battle for Births, relatedCampaign, Battle for Grain]
-
A.
associatedCamp
Indicates a relationship where an entity is linked or connected to a particular camp, typically as its relevant or affiliated camp.
-
B.
campaignConnection
chosen
Indicates a relationship where two entities are linked through participation in, association with, or influence within the same campaign or related campaigns.
-
C.
partOfCampaign
Indicates that an entity participates in, belongs to, or is included within a specific campaign.
-
D.
campaigns
Indicates that an entity actively conducts or participates in an organized effort or series of actions aimed at achieving a specific goal, often in political, marketing, or advocacy contexts.
-
E.
campaignType
Indicates the specific category or kind of campaign an entity is associated with or participates in.
- 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_69ab4c3c39188190955b9c49d98463d8 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdeede0488190a9782f55b57559ee |
completed | March 7, 2026, 8:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afe8cbaa4081909ff4e9fdf590e352 |
completed | March 10, 2026, 9:47 a.m. |
| PD | Predicate disambiguation | batch_69abdd0ce8b08190ba28c192988f38ce |
completed | March 7, 2026, 8:08 a.m. |
Created at: March 6, 2026, 10:01 p.m.