Triple

T11137722
Position Surface form Disambiguated ID Type / Status
Subject Karimnagar E263456 entity
Predicate region P40 FINISHED
Object North Telangana Urban Development corridor
The North Telangana Urban Development Corridor is a planned urban and infrastructure growth belt in northern Telangana, India, focused on developing cities like Karimnagar into a more integrated and economically vibrant metropolitan region.
E907435 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: North Telangana Urban Development corridor | Statement: [Karimnagar, region, North Telangana Urban Development corridor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North Telangana Urban Development corridor
Context triple: [Karimnagar, region, North Telangana Urban Development corridor]
  • A. Hyderabad–Warangal industrial corridor
    The Hyderabad–Warangal industrial corridor is a planned economic development zone in Telangana, India, aimed at boosting manufacturing, infrastructure, and regional connectivity between the cities of Hyderabad and Warangal.
  • B. Chennai–Bengaluru Industrial Corridor
    The Chennai–Bengaluru Industrial Corridor is a major infrastructure and economic development project in southern India aimed at boosting manufacturing, logistics, and urban growth between the cities of Chennai and Bengaluru.
  • C. Durg–Bhilai–Raipur urban corridor
    The Durg–Bhilai–Raipur urban corridor is a major contiguous metropolitan and industrial belt in Chhattisgarh, India, centered on steel production and rapid urban development.
  • D. Guntur–Tenali section
    The Guntur–Tenali section is a key railway line in Andhra Pradesh, India, connecting the cities of Guntur and Tenali and forming part of an important regional rail corridor.
  • E. Chennai–Kolkata highway corridor
    The Chennai–Kolkata highway corridor is a major arterial road network in eastern India that connects the southern metropolis of Chennai with the eastern city of Kolkata, facilitating long-distance transport and regional trade.
  • 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: North Telangana Urban Development corridor
Triple: [Karimnagar, region, North Telangana Urban Development corridor]
Generated description
The North Telangana Urban Development Corridor is a planned urban and infrastructure growth belt in northern Telangana, India, focused on developing cities like Karimnagar into a more integrated and economically vibrant metropolitan region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North Telangana Urban Development corridor
Target entity description: The North Telangana Urban Development Corridor is a planned urban and infrastructure growth belt in northern Telangana, India, focused on developing cities like Karimnagar into a more integrated and economically vibrant metropolitan region.
  • A. Hyderabad–Warangal industrial corridor
    The Hyderabad–Warangal industrial corridor is a planned economic development zone in Telangana, India, aimed at boosting manufacturing, infrastructure, and regional connectivity between the cities of Hyderabad and Warangal.
  • B. Chennai–Bengaluru Industrial Corridor
    The Chennai–Bengaluru Industrial Corridor is a major infrastructure and economic development project in southern India aimed at boosting manufacturing, logistics, and urban growth between the cities of Chennai and Bengaluru.
  • C. Durg–Bhilai–Raipur urban corridor
    The Durg–Bhilai–Raipur urban corridor is a major contiguous metropolitan and industrial belt in Chhattisgarh, India, centered on steel production and rapid urban development.
  • D. Guntur–Tenali section
    The Guntur–Tenali section is a key railway line in Andhra Pradesh, India, connecting the cities of Guntur and Tenali and forming part of an important regional rail corridor.
  • E. Chennai–Kolkata highway corridor
    The Chennai–Kolkata highway corridor is a major arterial road network in eastern India that connects the southern metropolis of Chennai with the eastern city of Kolkata, facilitating long-distance transport and regional trade.
  • 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_69d6aa9c0ba08190bbd19c217489b755 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e85f2ea48190bf1ff63af1d7d236 completed April 9, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69e442030b588190bc958030f30b648a completed April 19, 2026, 2:46 a.m.
NEDg Description generation batch_69e44c09dd5c8190bddf3dd109a639ba completed April 19, 2026, 3:29 a.m.
NED2 Entity disambiguation (via description) batch_69e451274ce48190a05f1d37f972c36c completed April 19, 2026, 3:51 a.m.
Created at: April 8, 2026, 9:28 p.m.