Triple

T28704

Position	Surface form	Disambiguated ID	Type / Status
Subject	Community Development Financial Institutions Fund	`E571`	entity
Predicate	manages	`P86`	FINISHED
Object	New Markets Tax Credit Program The New Markets Tax Credit Program is a U.S. federal initiative that incentivizes private investment in low-income communities by offering tax credits to investors in qualified community development projects.	`E2188`	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: New Markets Tax Credit Program | Statement: [Community Development Financial Institutions Fund, manages, New Markets Tax Credit Program]

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

Target entity: New Markets Tax Credit Program
Context triple: [Community Development Financial Institutions Fund, manages, New Markets Tax Credit Program]

A. Point Four Program
The Point Four Program was a U.S. foreign aid initiative launched in 1949 to provide technical assistance and economic development support to poorer countries as part of Cold War-era efforts to promote stability and counter communism.
B. Small Business Innovation Research program
The Small Business Innovation Research program is a U.S. government initiative that provides competitive funding to small businesses for research and development with strong commercialization potential.
C. Home Owners' Loan Corporation
The Home Owners' Loan Corporation was a New Deal-era U.S. government agency created during the Great Depression to refinance home mortgages, prevent foreclosures, and stabilize the housing market.
D. Empire State Realty Trust
Empire State Realty Trust is a publicly traded real estate investment trust best known for owning and managing the Empire State Building and other office and retail properties, primarily in the New York City area.
E. Carnegie
Carnegie is a Scottish surname most famously associated with industrialist and philanthropist Andrew Carnegie.
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: New Markets Tax Credit Program
Triple: [Community Development Financial Institutions Fund, manages, New Markets Tax Credit Program]

Generated description

The New Markets Tax Credit Program is a U.S. federal initiative that incentivizes private investment in low-income communities by offering tax credits to investors in qualified community development projects.

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

Target entity: New Markets Tax Credit Program
Target entity description: The New Markets Tax Credit Program is a U.S. federal initiative that incentivizes private investment in low-income communities by offering tax credits to investors in qualified community development projects.

A. Point Four Program
The Point Four Program was a U.S. foreign aid initiative launched in 1949 to provide technical assistance and economic development support to poorer countries as part of Cold War-era efforts to promote stability and counter communism.
B. Small Business Innovation Research program
The Small Business Innovation Research program is a U.S. government initiative that provides competitive funding to small businesses for research and development with strong commercialization potential.
C. Home Owners' Loan Corporation
The Home Owners' Loan Corporation was a New Deal-era U.S. government agency created during the Great Depression to refinance home mortgages, prevent foreclosures, and stabilize the housing market.
D. Empire State Realty Trust
Empire State Realty Trust is a publicly traded real estate investment trust best known for owning and managing the Empire State Building and other office and retail properties, primarily in the New York City area.
E. Carnegie
Carnegie is a Scottish surname most famously associated with industrialist and philanthropist Andrew Carnegie.
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_69a2479dec388190967ba648663442c9`	completed	Feb. 28, 2026, 1:40 a.m.
NER	Named-entity recognition	`batch_69a248751fa88190992b6262a44b54f3`	completed	Feb. 28, 2026, 1:44 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a24e5d121c8190bf7bb88346dcc141`	completed	Feb. 28, 2026, 2:09 a.m.
NEDg	Description generation	`batch_69a24edff52081909ec669158900651c`	completed	Feb. 28, 2026, 2:11 a.m.
NED2	Entity disambiguation (via description)	`batch_69a24f4a96288190981be6076e919262`	completed	Feb. 28, 2026, 2:13 a.m.

Created at: Feb. 28, 2026, 1:44 a.m.