Triple

T5738573

Position	Surface form	Disambiguated ID	Type / Status
Subject	Planning Commission of India	`E126557`	entity
Predicate	notableWork	`P4`	FINISHED
Object	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.	`E563307`	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: Eighth Five-Year Plan of India | Statement: [Planning Commission of India, notableWork, Eighth Five-Year Plan of India]

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

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

A. Fifth Five-Year Plan of India
The Fifth Five-Year Plan of India was a national economic strategy implemented during the 1970s that emphasized poverty alleviation, self-reliance, and growth with social justice.
B. Seventh Five-Year Plan of India
The Seventh Five-Year Plan of India was a national economic development strategy implemented from 1985 to 1990 that focused on accelerating growth, improving productivity, and promoting social justice and modernization.
C. Sixth Five-Year Plan of India
The Sixth Five-Year Plan of India was a national economic strategy implemented from 1980 to 1985 that emphasized poverty alleviation, technological modernization, and strengthening infrastructure to accelerate growth.
D. Fourth Five-Year Plan of India
The Fourth Five-Year Plan of India was a national economic program (1969–1974) focused on growth with stability and progressive reduction of poverty, emphasizing self-reliance and agricultural and industrial development.
E. 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.
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: Eighth Five-Year Plan of India
Triple: [Planning Commission of India, notableWork, Eighth Five-Year Plan of India]

Generated description

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.

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

Target entity: Eighth Five-Year Plan of India
Target entity description: 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.

A. Fifth Five-Year Plan of India
The Fifth Five-Year Plan of India was a national economic strategy implemented during the 1970s that emphasized poverty alleviation, self-reliance, and growth with social justice.
B. Seventh Five-Year Plan of India
The Seventh Five-Year Plan of India was a national economic development strategy implemented from 1985 to 1990 that focused on accelerating growth, improving productivity, and promoting social justice and modernization.
C. Sixth Five-Year Plan of India
The Sixth Five-Year Plan of India was a national economic strategy implemented from 1980 to 1985 that emphasized poverty alleviation, technological modernization, and strengthening infrastructure to accelerate growth.
D. Fourth Five-Year Plan of India
The Fourth Five-Year Plan of India was a national economic program (1969–1974) focused on growth with stability and progressive reduction of poverty, emphasizing self-reliance and agricultural and industrial development.
E. 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.
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_69c1133e346881909a3c07c692f8ef54`	completed	March 23, 2026, 10:17 a.m.
NEDg	Description generation	`batch_69c113c9bc048190ab517300d56dd8e0`	completed	March 23, 2026, 10:19 a.m.
NED2	Entity disambiguation (via description)	`batch_69c1144e77f881908ab59a67160c1630`	completed	March 23, 2026, 10:22 a.m.

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