Triple

T4686784

Position	Surface form	Disambiguated ID	Type / Status
Subject	Housing and Urban Development Corporation Limited	`E103939`	entity
Predicate	alsoKnownAs	`P39`	FINISHED
Object	HUDCO HUDCO is an Indian government-owned financial institution that provides funding and technical assistance for housing and urban infrastructure development projects across the country.	`E460887`	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: HUDCO | Statement: [Housing and Urban Development Corporation Limited, alsoKnownAs, HUDCO]

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

Target entity: HUDCO
Context triple: [Housing and Urban Development Corporation Limited, alsoKnownAs, HUDCO]

A. Federal Housing Administration
The Federal Housing Administration is a U.S. government agency that provides mortgage insurance to encourage lenders to offer affordable home loans, particularly to first-time and lower-income buyers.
B. United States Department of Housing and Urban Development
The United States Department of Housing and Urban Development is a federal executive agency responsible for national policies and programs that address housing needs, fair housing laws, and urban development.
C. Federal Housing Finance Board
The Federal Housing Finance Board was an independent U.S. government agency that regulated the Federal Home Loan Bank System and oversaw its housing finance and community investment activities before being replaced by the Federal Housing Finance Agency.
D. Federal Housing Finance Agency
The Federal Housing Finance Agency is a U.S. government regulator that oversees key housing finance institutions like Fannie Mae and Freddie Mac and helps ensure stability and affordability in the nation’s mortgage market.
E. Ginnie Mae
Ginnie Mae is a U.S. government corporation that guarantees mortgage-backed securities backed by federally insured or guaranteed loans to support affordable housing and liquidity in the mortgage market.
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: HUDCO
Triple: [Housing and Urban Development Corporation Limited, alsoKnownAs, HUDCO]

Generated description

HUDCO is an Indian government-owned financial institution that provides funding and technical assistance for housing and urban infrastructure development projects across the country.

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

Target entity: HUDCO
Target entity description: HUDCO is an Indian government-owned financial institution that provides funding and technical assistance for housing and urban infrastructure development projects across the country.

A. Federal Housing Administration
The Federal Housing Administration is a U.S. government agency that provides mortgage insurance to encourage lenders to offer affordable home loans, particularly to first-time and lower-income buyers.
B. United States Department of Housing and Urban Development
The United States Department of Housing and Urban Development is a federal executive agency responsible for national policies and programs that address housing needs, fair housing laws, and urban development.
C. Federal Housing Finance Board
The Federal Housing Finance Board was an independent U.S. government agency that regulated the Federal Home Loan Bank System and oversaw its housing finance and community investment activities before being replaced by the Federal Housing Finance Agency.
D. Federal Housing Finance Agency
The Federal Housing Finance Agency is a U.S. government regulator that oversees key housing finance institutions like Fannie Mae and Freddie Mac and helps ensure stability and affordability in the nation’s mortgage market.
E. Ginnie Mae
Ginnie Mae is a U.S. government corporation that guarantees mortgage-backed securities backed by federally insured or guaranteed loans to support affordable housing and liquidity in the mortgage market.
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_69bd43debbf08190b4bc372e286ec234`	completed	March 20, 2026, 12:55 p.m.
NER	Named-entity recognition	`batch_69bd638593048190ad4af82f735d467a`	completed	March 20, 2026, 3:11 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be03b3b0208190bb307cdd53f44306`	completed	March 21, 2026, 2:34 a.m.
NEDg	Description generation	`batch_69be044180a081908df9bdac583197e9`	completed	March 21, 2026, 2:36 a.m.
NED2	Entity disambiguation (via description)	`batch_69be04af089c8190b6b0dfae4bb71b4a`	completed	March 21, 2026, 2:38 a.m.

Created at: March 20, 2026, 1:16 p.m.