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.