Triple

T6257170
Position Surface form Disambiguated ID Type / Status
Subject Ian Black (journalist) E140197 entity
Predicate affiliation P10 FINISHED
Object London School of Economics Middle East Centre
The London School of Economics Middle East Centre is a research hub within LSE dedicated to the study of the politics, societies, and economies of the Middle East and North Africa.
E579359 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: London School of Economics Middle East Centre | Statement: [Ian Black (journalist), affiliation, London School of Economics Middle East Centre]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: London School of Economics Middle East Centre
Context triple: [Ian Black (journalist), affiliation, London School of Economics Middle East Centre]
  • A. Centre for Arab and Islamic Studies
    The Centre for Arab and Islamic Studies is a leading academic and research institute at the Australian National University focused on the politics, societies, and cultures of the Arab and Islamic worlds.
  • B. London School of Economics
    The London School of Economics is a prestigious London-based university renowned worldwide for its teaching and research in economics, politics, law, and the social sciences.
  • C. Faculty of Asian and Middle Eastern Studies, University of Cambridge
    The Faculty of Asian and Middle Eastern Studies at the University of Cambridge is an academic department specializing in the languages, histories, cultures, and religions of Asia and the Middle East.
  • D. Mossavar-Rahmani Center for Business and Government
    The Mossavar-Rahmani Center for Business and Government is a Harvard Kennedy School research center focused on the intersection of public policy and the private sector, exploring how business and government can work together to address major societal challenges.
  • E. Area Study Centre for the Middle East and Africa
    The Area Study Centre for the Middle East and Africa is a specialized research and academic institute focused on the politics, history, and societies of Middle Eastern and African regions.
  • 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: London School of Economics Middle East Centre
Triple: [Ian Black (journalist), affiliation, London School of Economics Middle East Centre]
Generated description
The London School of Economics Middle East Centre is a research hub within LSE dedicated to the study of the politics, societies, and economies of the Middle East and North Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: London School of Economics Middle East Centre
Target entity description: The London School of Economics Middle East Centre is a research hub within LSE dedicated to the study of the politics, societies, and economies of the Middle East and North Africa.
  • A. Centre for Arab and Islamic Studies
    The Centre for Arab and Islamic Studies is a leading academic and research institute at the Australian National University focused on the politics, societies, and cultures of the Arab and Islamic worlds.
  • B. London School of Economics
    The London School of Economics is a prestigious London-based university renowned worldwide for its teaching and research in economics, politics, law, and the social sciences.
  • C. Faculty of Asian and Middle Eastern Studies, University of Cambridge
    The Faculty of Asian and Middle Eastern Studies at the University of Cambridge is an academic department specializing in the languages, histories, cultures, and religions of Asia and the Middle East.
  • D. Mossavar-Rahmani Center for Business and Government
    The Mossavar-Rahmani Center for Business and Government is a Harvard Kennedy School research center focused on the intersection of public policy and the private sector, exploring how business and government can work together to address major societal challenges.
  • E. Area Study Centre for the Middle East and Africa
    The Area Study Centre for the Middle East and Africa is a specialized research and academic institute focused on the politics, history, and societies of Middle Eastern and African regions.
  • 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_69c008c95c5c819084bd3dd56133d84d completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06366baa481908d59428cceabbe46 completed March 22, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69c244379f308190b73fe7ed4ed678e9 completed March 24, 2026, 7:58 a.m.
NEDg Description generation batch_69c246309e5081908cd00cdf15f545d3 completed March 24, 2026, 8:07 a.m.
NED2 Entity disambiguation (via description) batch_69c246cd73608190a76e1d99da153338 completed March 24, 2026, 8:09 a.m.
Created at: March 22, 2026, 4:24 p.m.