Triple

T1432404
Position Surface form Disambiguated ID Type / Status
Subject Dilip Hiro E30476 entity
Predicate notableWork P4 FINISHED
Object Blood of the Earth: The Battle for the World’s Vanishing Oil Resources
Blood of the Earth: The Battle for the World’s Vanishing Oil Resources is a non-fiction book by Dilip Hiro that analyzes global geopolitics, conflict, and power struggles surrounding dwindling oil supplies.
E163792 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: Blood of the Earth: The Battle for the World’s Vanishing Oil Resources | Statement: [Dilip Hiro, notableWork, Blood of the Earth: The Battle for the World’s Vanishing Oil Resources]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blood of the Earth: The Battle for the World’s Vanishing Oil Resources
Context triple: [Dilip Hiro, notableWork, Blood of the Earth: The Battle for the World’s Vanishing Oil Resources]
  • A. Blood and Oil
    Blood and Oil is a nonfiction book by Michael Klare that examines the geopolitical conflicts and U.S. foreign policy implications surrounding global dependence on petroleum.
  • B. Rising Powers, Shrinking Planet
    Rising Powers, Shrinking Planet is a geopolitical analysis book examining how emerging global powers and resource scarcity are reshaping international conflict and security.
  • C. We Thought It Was Oil But It Was Blood
    We Thought It Was Oil But It Was Blood is a poetry collection by Nigerian environmental activist Nnimmo Bassey that critiques the human and ecological devastation caused by oil exploitation in the Niger Delta.
  • D. 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.
  • E. The Endangered Earth
    The Endangered Earth is the collective representation of the planet’s environmental crisis, recognized by Time as a symbolic “Person of the Year” to highlight global ecological threats and the urgency of conservation.
  • 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: Blood of the Earth: The Battle for the World’s Vanishing Oil Resources
Triple: [Dilip Hiro, notableWork, Blood of the Earth: The Battle for the World’s Vanishing Oil Resources]
Generated description
Blood of the Earth: The Battle for the World’s Vanishing Oil Resources is a non-fiction book by Dilip Hiro that analyzes global geopolitics, conflict, and power struggles surrounding dwindling oil supplies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Blood of the Earth: The Battle for the World’s Vanishing Oil Resources
Target entity description: Blood of the Earth: The Battle for the World’s Vanishing Oil Resources is a non-fiction book by Dilip Hiro that analyzes global geopolitics, conflict, and power struggles surrounding dwindling oil supplies.
  • A. Blood and Oil
    Blood and Oil is a nonfiction book by Michael Klare that examines the geopolitical conflicts and U.S. foreign policy implications surrounding global dependence on petroleum.
  • B. Rising Powers, Shrinking Planet
    Rising Powers, Shrinking Planet is a geopolitical analysis book examining how emerging global powers and resource scarcity are reshaping international conflict and security.
  • C. We Thought It Was Oil But It Was Blood
    We Thought It Was Oil But It Was Blood is a poetry collection by Nigerian environmental activist Nnimmo Bassey that critiques the human and ecological devastation caused by oil exploitation in the Niger Delta.
  • D. 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.
  • E. The Endangered Earth
    The Endangered Earth is the collective representation of the planet’s environmental crisis, recognized by Time as a symbolic “Person of the Year” to highlight global ecological threats and the urgency of conservation.
  • 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_69a498fc69ec8190b61722bd4b67c4d2 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c4ddbe208190a68cb000a6970d17 completed March 1, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad016bf2608190a675cbd42e474082 completed March 8, 2026, 4:56 a.m.
NEDg Description generation batch_69ad0294353081908e29735d1b83f2cc completed March 8, 2026, 5:01 a.m.
NED2 Entity disambiguation (via description) batch_69ad02f6bf288190bcb785762d14787c completed March 8, 2026, 5:02 a.m.
Created at: March 1, 2026, 8 p.m.