Triple

T4436674

Position	Surface form	Disambiguated ID	Type / Status
Subject	Communist Party of India	`E95666`	entity
Predicate	alliance	`P600`	FINISHED
Object	Left Front (various states) Left Front (various states) is a coalition of left-wing political parties in India, led primarily by the Communist Party of India and its allies, that contests elections and promotes socialist policies at the state level.	`E440212`	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: Left Front (various states) | Statement: [Communist Party of India, alliance, Left Front (various states)]

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

Target entity: Left Front (various states)
Context triple: [Communist Party of India, alliance, Left Front (various states)]

A. All India Forward Bloc
All India Forward Bloc is an Indian left-wing nationalist political party established by Subhas Chandra Bose as a vehicle for his radical anti-colonial and socialist agenda.
B. Samyukta Socialist Party
The Samyukta Socialist Party was an Indian socialist political party known for its advocacy of democratic socialism and its association with prominent leader Ram Manohar Lohia.
C. Left Front (France)
Left Front (France) was a French left-wing electoral coalition that brought together several parties, including the French Communist Party, to contest elections on a common radical-left platform.
D. Communist Party of India (Marxist–Leninist) Liberation
The Communist Party of India (Marxist–Leninist) Liberation is a left-wing communist political party in India known for its roots in the Naxalite movement and its advocacy of Marxist-Leninist ideology through parliamentary politics and mass movements.
E. Praja Socialist Party
The Praja Socialist Party was a prominent Indian political party formed in the early 1950s that advocated democratic socialism and played a key role in opposition politics in the decades after independence.
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: Left Front (various states)
Triple: [Communist Party of India, alliance, Left Front (various states)]

Generated description

Left Front (various states) is a coalition of left-wing political parties in India, led primarily by the Communist Party of India and its allies, that contests elections and promotes socialist policies at the state level.

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

Target entity: Left Front (various states)
Target entity description: Left Front (various states) is a coalition of left-wing political parties in India, led primarily by the Communist Party of India and its allies, that contests elections and promotes socialist policies at the state level.

A. All India Forward Bloc
All India Forward Bloc is an Indian left-wing nationalist political party established by Subhas Chandra Bose as a vehicle for his radical anti-colonial and socialist agenda.
B. Samyukta Socialist Party
The Samyukta Socialist Party was an Indian socialist political party known for its advocacy of democratic socialism and its association with prominent leader Ram Manohar Lohia.
C. Left Front (France)
Left Front (France) was a French left-wing electoral coalition that brought together several parties, including the French Communist Party, to contest elections on a common radical-left platform.
D. Communist Party of India (Marxist–Leninist) Liberation
The Communist Party of India (Marxist–Leninist) Liberation is a left-wing communist political party in India known for its roots in the Naxalite movement and its advocacy of Marxist-Leninist ideology through parliamentary politics and mass movements.
E. Praja Socialist Party
The Praja Socialist Party was a prominent Indian political party formed in the early 1950s that advocated democratic socialism and played a key role in opposition politics in the decades after independence.
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_69b3453ea2b48190a26f154b3b8fece5`	completed	March 12, 2026, 10:59 p.m.
NER	Named-entity recognition	`batch_69b3558b1d4481909060ede5e0ded4bc`	completed	March 13, 2026, 12:08 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69b6137960908190814cbdf0b4e56542`	completed	March 15, 2026, 2:03 a.m.
NEDg	Description generation	`batch_69b61439a86c8190849c5af718ddc647`	completed	March 15, 2026, 2:06 a.m.
NED2	Entity disambiguation (via description)	`batch_69b614d6106c81908a601f540622f934`	completed	March 15, 2026, 2:09 a.m.

Created at: March 12, 2026, 11:31 p.m.