Triple

T15988951
Position Surface form Disambiguated ID Type / Status
Subject Motera E387771 entity
Predicate hasTransport P1298 FINISHED
Object Ahmedabad Municipal Transport Service buses
Ahmedabad Municipal Transport Service buses are the city-run public buses that provide scheduled urban and suburban transportation across Ahmedabad and nearby areas.
E1187473 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: Ahmedabad Municipal Transport Service buses | Statement: [Motera, hasTransport, Ahmedabad Municipal Transport Service buses]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ahmedabad Municipal Transport Service buses
Context triple: [Motera, hasTransport, Ahmedabad Municipal Transport Service buses]
  • A. Thane Municipal Transport Service
    Thane Municipal Transport Service is the public bus transport authority serving the city of Thane and surrounding areas within the Mumbai Metropolitan Region.
  • B. Navi Mumbai Municipal Transport
    Navi Mumbai Municipal Transport is the public bus service agency that operates and manages urban and suburban bus routes across Navi Mumbai and parts of the Mumbai Metropolitan Region.
  • C. Mumbai bus network
    The Mumbai bus network is an extensive public transportation system of buses that serves the city of Mumbai and its suburbs, providing vital connectivity for millions of daily commuters.
  • D. BRTS in Ahmedabad
    BRTS in Ahmedabad is a dedicated bus rapid transit system designed to provide fast, efficient public transportation across the city.
  • E. Delhi Transport Corporation bus network
    The Delhi Transport Corporation bus network is the primary public bus system in Delhi, India, operating extensive routes that connect major neighborhoods, commercial hubs, and surrounding areas across the National Capital Region.
  • 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: Ahmedabad Municipal Transport Service buses
Triple: [Motera, hasTransport, Ahmedabad Municipal Transport Service buses]
Generated description
Ahmedabad Municipal Transport Service buses are the city-run public buses that provide scheduled urban and suburban transportation across Ahmedabad and nearby areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ahmedabad Municipal Transport Service buses
Target entity description: Ahmedabad Municipal Transport Service buses are the city-run public buses that provide scheduled urban and suburban transportation across Ahmedabad and nearby areas.
  • A. Thane Municipal Transport Service
    Thane Municipal Transport Service is the public bus transport authority serving the city of Thane and surrounding areas within the Mumbai Metropolitan Region.
  • B. Navi Mumbai Municipal Transport
    Navi Mumbai Municipal Transport is the public bus service agency that operates and manages urban and suburban bus routes across Navi Mumbai and parts of the Mumbai Metropolitan Region.
  • C. Mumbai bus network
    The Mumbai bus network is an extensive public transportation system of buses that serves the city of Mumbai and its suburbs, providing vital connectivity for millions of daily commuters.
  • D. BRTS in Ahmedabad
    BRTS in Ahmedabad is a dedicated bus rapid transit system designed to provide fast, efficient public transportation across the city.
  • E. Delhi Transport Corporation bus network
    The Delhi Transport Corporation bus network is the primary public bus system in Delhi, India, operating extensive routes that connect major neighborhoods, commercial hubs, and surrounding areas across the National Capital Region.
  • 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_69d86daa562c81908aacc179c0fe8fb5 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e15781d590819096f7361ca9736721 completed April 16, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffc3d2369081909efa2d4addf0cf2d completed May 9, 2026, 11:31 p.m.
NEDg Description generation batch_69ffc45e6ff48190bb7b82adb4161ad0 completed May 9, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69ffc4cea4108190927b107fc24df597 completed May 9, 2026, 11:35 p.m.
Created at: April 10, 2026, 4:54 a.m.