Triple

T501902
Position Surface form Disambiguated ID Type / Status
Subject Fascist Italy E10418 entity
Predicate economicCampaign P4174 FINISHED
Object Battle for Grain
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.
E62389 NE FINISHED

How this triple was built (5 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: [Fascist Italy, economicCampaign, Battle for Grain]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle for Grain
Context triple: [Fascist Italy, economicCampaign, Battle for Grain]
  • A. 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.
  • B. 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.”
  • C. House of Bread
    House of Bread is the literal meaning of the name Bethlehem, a historic town in the Levant revered in Jewish and Christian traditions.
  • D. The Conquest of Bread
    The Conquest of Bread is a foundational anarchist-communist text by Peter Kropotkin that advocates for a decentralized, cooperative society based on mutual aid and the abolition of private property.
  • E. This Changes Everything
    This Changes Everything is a non-fiction book by Naomi Klein that argues climate change is an urgent crisis rooted in capitalism and calls for transformative economic and political change.
  • 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: Battle for Grain
Triple: [Fascist Italy, economicCampaign, Battle for Grain]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle for Grain
Target entity description: 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.
  • A. 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.
  • B. 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.”
  • C. House of Bread
    House of Bread is the literal meaning of the name Bethlehem, a historic town in the Levant revered in Jewish and Christian traditions.
  • D. The Conquest of Bread
    The Conquest of Bread is a foundational anarchist-communist text by Peter Kropotkin that advocates for a decentralized, cooperative society based on mutual aid and the abolition of private property.
  • E. This Changes Everything
    This Changes Everything is a non-fiction book by Naomi Klein that argues climate change is an urgent crisis rooted in capitalism and calls for transformative economic and political change.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: economicCampaign
Context triple: [Fascist Italy, economicCampaign, Battle for Grain]
  • A. campaignType
    Indicates the specific category or kind of campaign an entity is associated with or participates in.
  • B. campaign
    Indicates that an entity actively organizes or conducts a coordinated effort or series of actions aimed at achieving a specific goal, often in political, commercial, or social contexts.
  • C. promotionFrom
    Indicates that an entity has been elevated in position, rank, or status from a specified prior role or level.
  • D. campaignTheme chosen
    Indicates the central idea or message that characterizes and unifies a particular campaign.
  • E. effectOnCampaign
    Indicates the influence or impact that one factor has on the outcome or performance of a campaign.
  • F. None of above.

Provenance (6 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_69a2e848adf881908e5e04f7af030093 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1339748819089f89691a1698dd9 completed Feb. 28, 2026, 1:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a485456cfc81908fab6c5d9548ebb9 completed March 1, 2026, 6:28 p.m.
NEDg Description generation batch_69a485da078c819098bc4a2bca818d5e completed March 1, 2026, 6:30 p.m.
NED2 Entity disambiguation (via description) batch_69a486416de48190864ed2874556f5ef completed March 1, 2026, 6:32 p.m.
PD Predicate disambiguation batch_69a2edfbb7e0819092cf29c2c68fe8fb completed Feb. 28, 2026, 1:30 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.