Triple

T5075730

Position	Surface form	Disambiguated ID	Type / Status
Subject	Khandwa	`E114390`	entity
Predicate	hasRailwayJunction	`P918`	FINISHED
Object	Khandwa Junction railway station Khandwa Junction railway station is a major railway hub in Madhya Pradesh, India, serving as an important junction on the Central Railway network and connecting multiple key routes across the region.	`E491948`	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: Khandwa Junction railway station | Statement: [Khandwa, hasRailwayJunction, Khandwa Junction railway station]

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

Target entity: Khandwa Junction railway station
Context triple: [Khandwa, hasRailwayJunction, Khandwa Junction railway station]

A. Jabalpur Junction railway station
Jabalpur Junction railway station is a major rail hub in central India, serving the city of Jabalpur and connecting it to numerous regional and national destinations.
B. Gwalior Junction railway station
Gwalior Junction railway station is a major rail hub in the Indian state of Madhya Pradesh, serving the historic city of Gwalior with extensive regional and long-distance train connections.
C. Balaghat Junction railway station
Balaghat Junction railway station is a key railway hub in Madhya Pradesh, India, serving the town of Balaghat and connecting it to regional and national rail networks.
D. Jhansi Junction railway station
Jhansi Junction railway station is a major railway hub in Uttar Pradesh, India, serving as a key junction on the Delhi–Chennai and Delhi–Mumbai routes.
E. Khandala railway station
Khandala railway station is a small hill-station stop on the Mumbai–Pune railway route in Maharashtra, India, serving the popular tourist town of Khandala in the Western Ghats.
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: Khandwa Junction railway station
Triple: [Khandwa, hasRailwayJunction, Khandwa Junction railway station]

Generated description

Khandwa Junction railway station is a major railway hub in Madhya Pradesh, India, serving as an important junction on the Central Railway network and connecting multiple key routes across the region.

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

Target entity: Khandwa Junction railway station
Target entity description: Khandwa Junction railway station is a major railway hub in Madhya Pradesh, India, serving as an important junction on the Central Railway network and connecting multiple key routes across the region.

A. Jabalpur Junction railway station
Jabalpur Junction railway station is a major rail hub in central India, serving the city of Jabalpur and connecting it to numerous regional and national destinations.
B. Gwalior Junction railway station
Gwalior Junction railway station is a major rail hub in the Indian state of Madhya Pradesh, serving the historic city of Gwalior with extensive regional and long-distance train connections.
C. Balaghat Junction railway station
Balaghat Junction railway station is a key railway hub in Madhya Pradesh, India, serving the town of Balaghat and connecting it to regional and national rail networks.
D. Jhansi Junction railway station
Jhansi Junction railway station is a major railway hub in Uttar Pradesh, India, serving as a key junction on the Delhi–Chennai and Delhi–Mumbai routes.
E. Khandala railway station
Khandala railway station is a small hill-station stop on the Mumbai–Pune railway route in Maharashtra, India, serving the popular tourist town of Khandala in the Western Ghats.
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_69bd443dbf908190a9401e9c2dc7bd7d`	completed	March 20, 2026, 12:57 p.m.
NER	Named-entity recognition	`batch_69bd74d2243481908c1ae62f7123c4e9`	completed	March 20, 2026, 4:24 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69beb121fa388190ab3909d20f014b6f`	completed	March 21, 2026, 2:54 p.m.
NEDg	Description generation	`batch_69beb202a8748190b677d7bcd2db66c8`	completed	March 21, 2026, 2:58 p.m.
NED2	Entity disambiguation (via description)	`batch_69beb28cf7b881909d40b70a7fff5033`	completed	March 21, 2026, 3 p.m.

Created at: March 20, 2026, 1:39 p.m.