Triple

T20298547
Position Surface form Disambiguated ID Type / Status
Subject Institute of Economic Growth E505415 entity
Predicate hasResearchDivision P38229 FINISHED
Object Population Research Centre
Population Research Centre is a specialized research division of the Institute of Economic Growth focused on demographic and population studies.
 E1421595 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: Population Research Centre | Statement: [Institute of Economic Growth, hasResearchDivision, Population Research Centre]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Population Research Centre
Context triple: [Institute of Economic Growth, hasResearchDivision, Population Research Centre]
  • A. Institute of Population Studies
    The Institute of Population Studies is a research and academic center at Hacettepe University specializing in demographic analysis, population dynamics, and related social science research.
  • B. Institute of Population Studies
    The Institute of Population Studies is a research and teaching unit at the University of Tartu specializing in demography, population dynamics, and related social science analyses.
  • C. Higher Institute of Population Studies
    The Higher Institute of Population Studies is a specialized academic and research institute at Damascus University focused on demographic, population, and development studies.
  • D. Population Studies Center
    The Population Studies Center is a leading research unit at the University of Michigan focused on demographic, social, and population science research and training.
  • E. Institute for Population and Social Research
    The Institute for Population and Social Research is a leading Thai academic center specializing in demographic and social science research, particularly on population dynamics, public health, and social development.
  • 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: Population Research Centre
Triple: [Institute of Economic Growth, hasResearchDivision, Population Research Centre]
Generated description
Population Research Centre is a specialized research division of the Institute of Economic Growth focused on demographic and population studies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Population Research Centre
Target entity description: Population Research Centre is a specialized research division of the Institute of Economic Growth focused on demographic and population studies.
  • A. Institute of Population Studies
    The Institute of Population Studies is a research and academic center at Hacettepe University specializing in demographic analysis, population dynamics, and related social science research.
  • B. Institute of Population Studies
    The Institute of Population Studies is a research and teaching unit at the University of Tartu specializing in demography, population dynamics, and related social science analyses.
  • C. Higher Institute of Population Studies
    The Higher Institute of Population Studies is a specialized academic and research institute at Damascus University focused on demographic, population, and development studies.
  • D. Population Studies Center
    The Population Studies Center is a leading research unit at the University of Michigan focused on demographic, social, and population science research and training.
  • E. Institute for Population and Social Research
    The Institute for Population and Social Research is a leading Thai academic center specializing in demographic and social science research, particularly on population dynamics, public health, and social development.
  • 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_69e0b4b8ab648190906e18538c250148 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6770a2cec8190912d6b0dbabc78bc completed April 20, 2026, 6:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a085a3493888190bbe6716c6e6ff579 completed May 16, 2026, 11:51 a.m.
NEDg Description generation batch_6a085ab15acc8190838067f533ce83cf completed May 16, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_6a085b01c0548190b11fee6477d61877 completed May 16, 2026, 11:54 a.m.
Created at: April 16, 2026, 11:16 a.m.