Triple

T17145757

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bheemunipatnam	`E416086`	entity
Predicate	transportConnection	`P1298`	FINISHED
Object	Visakhapatnam–Bheemunipatnam road The Visakhapatnam–Bheemunipatnam road is a coastal roadway in Andhra Pradesh, India, known for connecting the city of Visakhapatnam with the historic town of Bheemunipatnam along scenic seaside stretches.	`E1252227`	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: Visakhapatnam–Bheemunipatnam road | Statement: [Bheemunipatnam, transportConnection, Visakhapatnam–Bheemunipatnam road]

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

Target entity: Visakhapatnam–Bheemunipatnam road
Context triple: [Bheemunipatnam, transportConnection, Visakhapatnam–Bheemunipatnam road]

A. Hyderabad–Vijayawada Highway
The Hyderabad–Vijayawada Highway is a major roadway in the Indian state of Telangana and Andhra Pradesh that connects the metropolitan city of Hyderabad with the important urban center of Vijayawada, serving as a key route for regional travel and commerce.
B. Chennai–Tirupati Highway
The Chennai–Tirupati Highway is a major road link in southern India connecting the metropolitan city of Chennai with the pilgrimage center of Tirupati, facilitating regional travel and commerce.
C. Hyderabad–Chevella road
Hyderabad–Chevella road is a major roadway in Telangana, India, connecting the city of Hyderabad with the town of Chevella and serving as an important regional transport corridor.
D. Hyderabad–Shankarpalli Road
Hyderabad–Shankarpalli Road is a key arterial route on the western outskirts of Hyderabad that links rapidly developing suburbs and emerging residential and commercial hubs.
E. Chennai–Bengaluru highway
The Chennai–Bengaluru highway is a major arterial road in southern India that connects the metropolitan cities of Chennai in Tamil Nadu and Bengaluru in Karnataka, facilitating significant regional trade and travel.
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: Visakhapatnam–Bheemunipatnam road
Triple: [Bheemunipatnam, transportConnection, Visakhapatnam–Bheemunipatnam road]

Generated description

The Visakhapatnam–Bheemunipatnam road is a coastal roadway in Andhra Pradesh, India, known for connecting the city of Visakhapatnam with the historic town of Bheemunipatnam along scenic seaside stretches.

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

Target entity: Visakhapatnam–Bheemunipatnam road
Target entity description: The Visakhapatnam–Bheemunipatnam road is a coastal roadway in Andhra Pradesh, India, known for connecting the city of Visakhapatnam with the historic town of Bheemunipatnam along scenic seaside stretches.

A. Hyderabad–Vijayawada Highway
The Hyderabad–Vijayawada Highway is a major roadway in the Indian state of Telangana and Andhra Pradesh that connects the metropolitan city of Hyderabad with the important urban center of Vijayawada, serving as a key route for regional travel and commerce.
B. Chennai–Tirupati Highway
The Chennai–Tirupati Highway is a major road link in southern India connecting the metropolitan city of Chennai with the pilgrimage center of Tirupati, facilitating regional travel and commerce.
C. Hyderabad–Chevella road
Hyderabad–Chevella road is a major roadway in Telangana, India, connecting the city of Hyderabad with the town of Chevella and serving as an important regional transport corridor.
D. Hyderabad–Shankarpalli Road
Hyderabad–Shankarpalli Road is a key arterial route on the western outskirts of Hyderabad that links rapidly developing suburbs and emerging residential and commercial hubs.
E. Chennai–Bengaluru highway
The Chennai–Bengaluru highway is a major arterial road in southern India that connects the metropolitan cities of Chennai in Tamil Nadu and Bengaluru in Karnataka, facilitating significant regional trade and travel.
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_69d886d15af4819092f92f8a129763e6`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e3f2da515481909d19e421382eb755`	completed	April 18, 2026, 9:08 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a014158ed8c8190adb3c03c8a114a59`	completed	May 11, 2026, 2:39 a.m.
NEDg	Description generation	`batch_6a01425d2c20819084c0fa3bd413ebfa`	completed	May 11, 2026, 2:43 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0142dbb6f48190a631a05c5bada0e4`	completed	May 11, 2026, 2:45 a.m.

Created at: April 10, 2026, 5:36 a.m.