Triple

T204050
Position Surface form Disambiguated ID Type / Status
Subject The American Empire Project E4570 entity
Predicate hasContributor P4244 FINISHED
Object Dilip Hiro
Dilip Hiro is a British-based Indian author, journalist, and commentator known for his extensive writings on Middle Eastern politics, South Asia, and global geopolitics.
E30476 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: Dilip Hiro | Statement: [The American Empire Project, hasContributor, Dilip Hiro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dilip Hiro
Context triple: [The American Empire Project, hasContributor, Dilip Hiro]
  • A. Mahadev Desai
    Mahadev Desai was an Indian independence activist, writer, and close associate and secretary of Mahatma Gandhi, known for translating Gandhi’s autobiography into English and documenting the freedom struggle.
  • B. Swarup Rani Thussu
    Swarup Rani Thussu was an Indian freedom activist and prominent member of the Nehru family, best known as the mother of India’s first Prime Minister, Jawaharlal Nehru.
  • C. Neal Mohan
    Neal Mohan is an Indian-American technology executive and digital advertising expert who serves as the CEO of YouTube.
  • D. P. L. Deshpande
    P. L. Deshpande was a celebrated Marathi writer, humorist, actor, and music composer, renowned for his witty literature and contributions to Marathi theatre and cinema.
  • E. Vishnu Vaman Shirwadkar (Kusumagraj)
    Vishnu Vaman Shirwadkar, popularly known by his pen name Kusumagraj, was a renowned Marathi poet, playwright, and novelist whose works significantly shaped modern Marathi literature and social thought.
  • 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: Dilip Hiro
Triple: [The American Empire Project, hasContributor, Dilip Hiro]
Generated description
Dilip Hiro is a British-based Indian author, journalist, and commentator known for his extensive writings on Middle Eastern politics, South Asia, and global geopolitics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dilip Hiro
Target entity description: Dilip Hiro is a British-based Indian author, journalist, and commentator known for his extensive writings on Middle Eastern politics, South Asia, and global geopolitics.
  • A. Mahadev Desai
    Mahadev Desai was an Indian independence activist, writer, and close associate and secretary of Mahatma Gandhi, known for translating Gandhi’s autobiography into English and documenting the freedom struggle.
  • B. Swarup Rani Thussu
    Swarup Rani Thussu was an Indian freedom activist and prominent member of the Nehru family, best known as the mother of India’s first Prime Minister, Jawaharlal Nehru.
  • C. Neal Mohan
    Neal Mohan is an Indian-American technology executive and digital advertising expert who serves as the CEO of YouTube.
  • D. P. L. Deshpande
    P. L. Deshpande was a celebrated Marathi writer, humorist, actor, and music composer, renowned for his witty literature and contributions to Marathi theatre and cinema.
  • E. Vishnu Vaman Shirwadkar (Kusumagraj)
    Vishnu Vaman Shirwadkar, popularly known by his pen name Kusumagraj, was a renowned Marathi poet, playwright, and novelist whose works significantly shaped modern Marathi literature and social thought.
  • 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_69a25737567c81908f9c505300239181 completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25be898ec8190b5e752a1d3b6f466 completed Feb. 28, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3672e822c8190be0d6c0714034ff7 completed Feb. 28, 2026, 10:07 p.m.
NEDg Description generation batch_69a367bc6cb48190b5bc588db0833474 completed Feb. 28, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69a3681d99a881908ea8d2632ba2aab1 completed Feb. 28, 2026, 10:11 p.m.
Created at: Feb. 28, 2026, 2:51 a.m.