Triple

T61840
Position Surface form Disambiguated ID Type / Status
Subject United Nations Development Programme E1228 entity
Predicate publishes P80 FINISHED
Object Human Development Report
The Human Development Report is an annual flagship publication that assesses and compares countries’ progress in areas such as health, education, and living standards using measures like the Human Development Index.
E1228 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: Human Development Report | Statement: [United Nations Development Programme, publishes, Human Development Report]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Human Development Report
Context triple: [United Nations Development Programme, publishes, Human Development Report]
  • A. OECD Better Life Index
    The OECD Better Life Index is an interactive tool that compares countries’ well-being across multiple dimensions such as income, health, education, and life satisfaction to go beyond traditional economic measures like GDP.
  • B. World Health Report
    The World Health Report is the World Health Organization’s flagship analytical publication that provides comprehensive assessments of global health trends, challenges, and policy priorities.
  • C. United Nations Development Group
    The United Nations Development Group is a consortium of UN agencies that coordinates and supports global development efforts, particularly around poverty reduction, sustainable development, and capacity building in developing countries.
  • D. United Nations Development Programme
    The United Nations Development Programme is the UN’s global development agency that works to eradicate poverty, reduce inequalities, and support sustainable development in countries worldwide.
  • E. The City That Works
    "The City That Works" is a civic motto highlighting Portland, Oregon’s reputation for effective local governance, urban planning, and livability.
  • 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: Human Development Report
Triple: [United Nations Development Programme, publishes, Human Development Report]
Generated description
The Human Development Report is an annual flagship publication that assesses and compares countries’ progress in areas such as health, education, and living standards using measures like the Human Development Index.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Human Development Report
Target entity description: The Human Development Report is an annual flagship publication that assesses and compares countries’ progress in areas such as health, education, and living standards using measures like the Human Development Index.
  • A. OECD Better Life Index
    The OECD Better Life Index is an interactive tool that compares countries’ well-being across multiple dimensions such as income, health, education, and life satisfaction to go beyond traditional economic measures like GDP.
  • B. World Health Report
    The World Health Report is the World Health Organization’s flagship analytical publication that provides comprehensive assessments of global health trends, challenges, and policy priorities.
  • C. United Nations Development Group
    The United Nations Development Group is a consortium of UN agencies that coordinates and supports global development efforts, particularly around poverty reduction, sustainable development, and capacity building in developing countries.
  • D. United Nations Development Programme chosen
    The United Nations Development Programme is the UN’s global development agency that works to eradicate poverty, reduce inequalities, and support sustainable development in countries worldwide.
  • E. World Health Statistics
    World Health Statistics is the World Health Organization’s flagship annual report providing comprehensive global data and analysis on key health indicators and trends across countries.
  • F. None of above.

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_69a24ba4f760819081f6638a3c70538a completed Feb. 28, 2026, 1:57 a.m.
NER Named-entity recognition batch_69a24ee3bedc81908df430b348407e9b completed Feb. 28, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2554c4edc8190a44fa66848c5f738 completed Feb. 28, 2026, 2:39 a.m.
NEDg Description generation batch_69a2569e8d2481909f5a85b688f1660c completed Feb. 28, 2026, 2:44 a.m.
NED2 Entity disambiguation (via description) batch_69a2577fd0c08190b6131261712d28b3 completed Feb. 28, 2026, 2:48 a.m.
Created at: Feb. 28, 2026, 2:02 a.m.