Triple

T7453792
Position Surface form Disambiguated ID Type / Status
Subject UCL Institute of Education E172069 entity
Predicate shortName P43 FINISHED
Object IOE
IOE is the University College London Institute of Education, a leading centre for research and teaching in education and social science.
 E665215 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: IOE | Statement: [UCL Institute of Education, shortName, IOE]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IOE
Context triple: [UCL Institute of Education, shortName, IOE]
  • A. IOE
    IOE is the Independent Office of Evaluation of the International Fund for Agricultural Development, responsible for assessing the effectiveness and impact of IFAD’s strategies and operations.
  • B. OEI
    OEI is the Office of Environmental Information within the U.S. Environmental Protection Agency, responsible for managing environmental data, information policy, and related technology systems.
  • C. OEI
    OEI is the Spanish-Portuguese acronym for the Organization of Ibero-American States, an international body that promotes cooperation in education, science, and culture among Ibero-American countries.
  • D. IIE
    IIE is a research institute focused on economic studies and analysis.
  • E. OII
    OII is the stock ticker symbol for Oceaneering International, an engineering and applied technology company specializing in subsea services and products for the offshore energy industry.
  • 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: IOE
Triple: [UCL Institute of Education, shortName, IOE]
Generated description
IOE is the University College London Institute of Education, a leading centre for research and teaching in education and social science.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: IOE
Target entity description: IOE is the University College London Institute of Education, a leading centre for research and teaching in education and social science.
  • A. IOE
    IOE is the Independent Office of Evaluation of the International Fund for Agricultural Development, responsible for assessing the effectiveness and impact of IFAD’s strategies and operations.
  • B. OEI
    OEI is the Office of Environmental Information within the U.S. Environmental Protection Agency, responsible for managing environmental data, information policy, and related technology systems.
  • C. OEI
    OEI is the Spanish-Portuguese acronym for the Organization of Ibero-American States, an international body that promotes cooperation in education, science, and culture among Ibero-American countries.
  • D. IIE
    IIE is a research institute focused on economic studies and analysis.
  • E. OII
    OII is the stock ticker symbol for Oceaneering International, an engineering and applied technology company specializing in subsea services and products for the offshore energy industry.
  • 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_69c68a66554c8190add75c65942c0317 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f3ac5c2081908ab03f8bd4586f94 completed March 27, 2026, 9:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c827bedc408190a9a77f293fb12762 completed March 28, 2026, 7:10 p.m.
NEDg Description generation batch_69c8290c62d0819080a1e1820364da88 completed March 28, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69c82958eddc8190ad1697969241ec39 completed March 28, 2026, 7:17 p.m.
Created at: March 27, 2026, 3:14 p.m.