Triple

T11577467

Position	Surface form	Disambiguated ID	Type / Status
Subject	Minister of Development and Social Inclusion of Peru	`E274542`	entity
Predicate	heads	`P652`	FINISHED
Object	Ministry of Development and Social Inclusion of Peru The Ministry of Development and Social Inclusion of Peru is a national government body responsible for designing and implementing policies and programs to reduce poverty, promote social inclusion, and improve the welfare of vulnerable populations across the country.	`E934504`	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: Ministry of Development and Social Inclusion of Peru | Statement: [Minister of Development and Social Inclusion of Peru, heads, Ministry of Development and Social Inclusion of Peru]

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

Target entity: Ministry of Development and Social Inclusion of Peru
Context triple: [Minister of Development and Social Inclusion of Peru, heads, Ministry of Development and Social Inclusion of Peru]

A. Ministry of the Interior of Peru
The Ministry of the Interior of Peru is the government body responsible for internal security, public order, and overseeing national law enforcement across the country.
B. Public Ministry of Peru
The Public Ministry of Peru is the country’s independent prosecutorial authority responsible for directing criminal investigations and representing society in the pursuit of justice.
C. Minister of Development and Social Inclusion of Peru
The Minister of Development and Social Inclusion of Peru is the cabinet official responsible for designing and implementing national policies and programs aimed at reducing poverty, promoting social inclusion, and improving the welfare of vulnerable populations in the country.
D. Ministry of Social Development and Family of Chile
The Ministry of Social Development and Family of Chile is a government department responsible for designing and implementing public policies and programs aimed at reducing poverty, promoting social inclusion, and supporting families across the country.
E. Peruvian Ministry of Education
The Peruvian Ministry of Education is the national government body responsible for formulating and overseeing education policy, standards, and administration across Peru’s educational system.
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: Ministry of Development and Social Inclusion of Peru
Triple: [Minister of Development and Social Inclusion of Peru, heads, Ministry of Development and Social Inclusion of Peru]

Generated description

The Ministry of Development and Social Inclusion of Peru is a national government body responsible for designing and implementing policies and programs to reduce poverty, promote social inclusion, and improve the welfare of vulnerable populations across the country.

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

Target entity: Ministry of Development and Social Inclusion of Peru
Target entity description: The Ministry of Development and Social Inclusion of Peru is a national government body responsible for designing and implementing policies and programs to reduce poverty, promote social inclusion, and improve the welfare of vulnerable populations across the country.

A. Ministry of the Interior of Peru
The Ministry of the Interior of Peru is the government body responsible for internal security, public order, and overseeing national law enforcement across the country.
B. Public Ministry of Peru
The Public Ministry of Peru is the country’s independent prosecutorial authority responsible for directing criminal investigations and representing society in the pursuit of justice.
C. Minister of Development and Social Inclusion of Peru
The Minister of Development and Social Inclusion of Peru is the cabinet official responsible for designing and implementing national policies and programs aimed at reducing poverty, promoting social inclusion, and improving the welfare of vulnerable populations in the country.
D. Ministry of Social Development and Family of Chile
The Ministry of Social Development and Family of Chile is a government department responsible for designing and implementing public policies and programs aimed at reducing poverty, promoting social inclusion, and supporting families across the country.
E. Peruvian Ministry of Education
The Peruvian Ministry of Education is the national government body responsible for formulating and overseeing education policy, standards, and administration across Peru’s educational system.
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_69d6aae5ac3c81908d2b0a3a665665b2`	completed	April 8, 2026, 7:22 p.m.
NER	Named-entity recognition	`batch_69d89049721081909278adfada668ef9`	completed	April 10, 2026, 5:53 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69e713f7ca4c81908f29143df420fd71`	completed	April 21, 2026, 6:06 a.m.
NEDg	Description generation	`batch_69e720f9a8588190aa766d2e1628207a`	completed	April 21, 2026, 7:02 a.m.
NED2	Entity disambiguation (via description)	`batch_69e72315dda08190996aa84587c5fc80`	completed	April 21, 2026, 7:11 a.m.

Created at: April 8, 2026, 9:38 p.m.