Triple

T5738577

Position	Surface form	Disambiguated ID	Type / Status
Subject	Planning Commission of India	`E126557`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Twelfth Five-Year Plan of India The Twelfth Five-Year Plan of India was the country’s national development blueprint for 2012–2017, focusing on faster, more inclusive, and sustainable economic growth across key sectors.	`E572455`	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: Twelfth Five-Year Plan of India | Statement: [Planning Commission of India, notableWork, Twelfth Five-Year Plan of India]

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

Target entity: Twelfth Five-Year Plan of India
Context triple: [Planning Commission of India, notableWork, Twelfth Five-Year Plan of India]

A. Eleventh Five-Year Plan of India
The Eleventh Five-Year Plan of India was a national economic and social development strategy (2007–2012) focused on inclusive growth, poverty reduction, and improvements in education, health, and infrastructure.
B. Tenth Five-Year Plan of India
The Tenth Five-Year Plan of India was a national economic development strategy (2002–2007) focused on achieving higher growth, reducing poverty, and improving human development indicators across the country.
C. Ninth Five-Year Plan of India
The Ninth Five-Year Plan of India was a national economic development strategy implemented from 1997 to 2002, focusing on growth with social justice, poverty reduction, and strengthening the role of the public sector alongside market reforms.
D. Second Five-Year Plan of India
The Second Five-Year Plan of India was a national economic program (1956–1961) that emphasized rapid industrialization and the development of heavy industries under a socialist-inspired, state-led growth strategy.
E. Eighth Five-Year Plan of India
The Eighth Five-Year Plan of India was a national economic development strategy implemented in the early 1990s that emphasized liberalization, modernization, and human resource development in the post-reform era.
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: Twelfth Five-Year Plan of India
Triple: [Planning Commission of India, notableWork, Twelfth Five-Year Plan of India]

Generated description

The Twelfth Five-Year Plan of India was the country’s national development blueprint for 2012–2017, focusing on faster, more inclusive, and sustainable economic growth across key sectors.

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

Target entity: Twelfth Five-Year Plan of India
Target entity description: The Twelfth Five-Year Plan of India was the country’s national development blueprint for 2012–2017, focusing on faster, more inclusive, and sustainable economic growth across key sectors.

A. Eleventh Five-Year Plan of India
The Eleventh Five-Year Plan of India was a national economic and social development strategy (2007–2012) focused on inclusive growth, poverty reduction, and improvements in education, health, and infrastructure.
B. Tenth Five-Year Plan of India
The Tenth Five-Year Plan of India was a national economic development strategy (2002–2007) focused on achieving higher growth, reducing poverty, and improving human development indicators across the country.
C. Ninth Five-Year Plan of India
The Ninth Five-Year Plan of India was a national economic development strategy implemented from 1997 to 2002, focusing on growth with social justice, poverty reduction, and strengthening the role of the public sector alongside market reforms.
D. Second Five-Year Plan of India
The Second Five-Year Plan of India was a national economic program (1956–1961) that emphasized rapid industrialization and the development of heavy industries under a socialist-inspired, state-led growth strategy.
E. Eighth Five-Year Plan of India
The Eighth Five-Year Plan of India was a national economic development strategy implemented in the early 1990s that emphasized liberalization, modernization, and human resource development in the post-reform era.
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_69c0083082288190b7478cead6b5430a`	completed	March 22, 2026, 3:18 p.m.
NER	Named-entity recognition	`batch_69c0255dc35c8190ab9ee5d269ce553a`	completed	March 22, 2026, 5:22 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c141158f188190af1a981614e8528e`	completed	March 23, 2026, 1:33 p.m.
NEDg	Description generation	`batch_69c143faee588190be818f875fbc21e0`	completed	March 23, 2026, 1:45 p.m.
NED2	Entity disambiguation (via description)	`batch_69c1444a09ac8190acfee8a878652d16`	completed	March 23, 2026, 1:46 p.m.

Created at: March 22, 2026, 3:48 p.m.