Triple

T10817237

Position	Surface form	Disambiguated ID	Type / Status
Subject	Milken Institute	`E255262`	entity
Predicate	notablePublication	`P4`	FINISHED
Object	Global Opportunity Index The Global Opportunity Index is an annual Milken Institute ranking that evaluates and compares countries’ attractiveness and readiness for foreign investment and economic opportunity.	`E887677`	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: Global Opportunity Index | Statement: [Milken Institute, notablePublication, Global Opportunity Index]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Global Opportunity Index
Context triple: [Milken Institute, notablePublication, Global Opportunity 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. Human Development Index
The Human Development Index is a composite statistic that measures a country's overall achievement in key dimensions of human development, including health, education, and standard of living.
C. Global Innovation Index (with partners)
The Global Innovation Index (with partners) is an annual benchmarking report that ranks countries by their innovation performance across a broad set of economic, scientific, and technological indicators.
D. World Development Indicators
World Development Indicators is the World Bank’s primary collection of internationally comparable statistics on global development, covering topics such as poverty, health, education, the environment, and economic performance.
E. Global SDG Indicators Database
The Global SDG Indicators Database is an official United Nations Statistics Division platform that compiles and disseminates global data used to monitor progress toward the Sustainable Development Goals.
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: Global Opportunity Index
Triple: [Milken Institute, notablePublication, Global Opportunity Index]

Generated description

The Global Opportunity Index is an annual Milken Institute ranking that evaluates and compares countries’ attractiveness and readiness for foreign investment and economic opportunity.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Global Opportunity Index
Target entity description: The Global Opportunity Index is an annual Milken Institute ranking that evaluates and compares countries’ attractiveness and readiness for foreign investment and economic opportunity.

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. Human Development Index
The Human Development Index is a composite statistic that measures a country's overall achievement in key dimensions of human development, including health, education, and standard of living.
C. Global Innovation Index (with partners)
The Global Innovation Index (with partners) is an annual benchmarking report that ranks countries by their innovation performance across a broad set of economic, scientific, and technological indicators.
D. World Development Indicators
World Development Indicators is the World Bank’s primary collection of internationally comparable statistics on global development, covering topics such as poverty, health, education, the environment, and economic performance.
E. Global SDG Indicators Database
The Global SDG Indicators Database is an official United Nations Statistics Division platform that compiles and disseminates global data used to monitor progress toward the Sustainable Development Goals.
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_69d6aa8081448190a9324184f2bd1c26`	completed	April 8, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69d733eea03c8190a68f4d4f89f497a2`	completed	April 9, 2026, 5:06 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69de855799748190b51745a198daa8d0`	completed	April 14, 2026, 6:20 p.m.
NEDg	Description generation	`batch_69de8955b9d8819086ff98efbff6c7a0`	completed	April 14, 2026, 6:37 p.m.
NED2	Entity disambiguation (via description)	`batch_69de8f4a318c819086559fd53506ab29`	completed	April 14, 2026, 7:02 p.m.

Created at: April 8, 2026, 9:18 p.m.