Triple

T9624639
Position Surface form Disambiguated ID Type / Status
Subject Ralph Miliband E232428 entity
Predicate notableWork P4 FINISHED
Object Divided Societies
"Divided Societies" is a political analysis work by Marxist theorist Ralph Miliband examining class conflict, inequality, and the structures of power in modern capitalist democracies.
E810263 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: Divided Societies | Statement: [Ralph Miliband, notableWork, Divided Societies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Divided Societies
Context triple: [Ralph Miliband, notableWork, Divided Societies]
  • A. India Divided
    India Divided is a political and historical work by Rajendra Prasad that critically examines the proposal to partition India and argues for a united, independent nation.
  • B. Divided Houses
    Divided Houses is a prominent historical work by Lord Sumption, forming part of his acclaimed multi-volume narrative on the Hundred Years’ War between England and France.
  • C. Education in a Divided World
    Education in a Divided World is a mid-20th-century work by chemist and educator James B. Conant that analyzes how education systems should respond to the political and ideological tensions of the Cold War era.
  • D. Politics Among Nations
    Politics Among Nations is a foundational work of realist international relations theory that systematically explains global politics in terms of power, national interest, and the balance of power.
  • E. Divided Lives
    Divided Lives is a nonfiction book by journalist Elsa Walsh that explores the personal and professional struggles of high-achieving women balancing careers, marriage, and motherhood.
  • 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: Divided Societies
Triple: [Ralph Miliband, notableWork, Divided Societies]
Generated description
"Divided Societies" is a political analysis work by Marxist theorist Ralph Miliband examining class conflict, inequality, and the structures of power in modern capitalist democracies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Divided Societies
Target entity description: "Divided Societies" is a political analysis work by Marxist theorist Ralph Miliband examining class conflict, inequality, and the structures of power in modern capitalist democracies.
  • A. India Divided
    India Divided is a political and historical work by Rajendra Prasad that critically examines the proposal to partition India and argues for a united, independent nation.
  • B. Divided Houses
    Divided Houses is a prominent historical work by Lord Sumption, forming part of his acclaimed multi-volume narrative on the Hundred Years’ War between England and France.
  • C. Education in a Divided World
    Education in a Divided World is a mid-20th-century work by chemist and educator James B. Conant that analyzes how education systems should respond to the political and ideological tensions of the Cold War era.
  • D. Politics Among Nations
    Politics Among Nations is a foundational work of realist international relations theory that systematically explains global politics in terms of power, national interest, and the balance of power.
  • E. Divided Lives
    Divided Lives is a nonfiction book by journalist Elsa Walsh that explores the personal and professional struggles of high-achieving women balancing careers, marriage, and motherhood.
  • 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_69ca848793ec8190a93a12383a754dc0 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9ad76b148190a38fadee06594db4 completed April 1, 2026, 10:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1797ab3d4819088da04fd5d00386b completed April 4, 2026, 8:50 p.m.
NEDg Description generation batch_69d17a96725c8190aca4a5303952171b completed April 4, 2026, 8:54 p.m.
NED2 Entity disambiguation (via description) batch_69d17b3559548190afe2bbf7cbf8a2af completed April 4, 2026, 8:57 p.m.
Created at: March 30, 2026, 8:10 p.m.