Triple

T10925054
Position Surface form Disambiguated ID Type / Status
Subject Warangal E258043 entity
Predicate isPartOf P10 FINISHED
Object 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.
E894113 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: Hyderabad–Warangal industrial corridor | Statement: [Warangal, isPartOf, Hyderabad–Warangal industrial corridor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hyderabad–Warangal industrial corridor
Context triple: [Warangal, isPartOf, Hyderabad–Warangal industrial corridor]
  • A. 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.
  • B. 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.
  • C. Delhi–Mumbai Industrial Corridor region
    The Delhi–Mumbai Industrial Corridor region is a major planned industrial and infrastructure development zone spanning several Indian states between Delhi and Mumbai, aimed at boosting manufacturing, logistics, and urban growth.
  • D. 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.
  • E. 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.
  • 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: Hyderabad–Warangal industrial corridor
Triple: [Warangal, isPartOf, Hyderabad–Warangal industrial corridor]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hyderabad–Warangal industrial corridor
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Delhi–Mumbai Industrial Corridor region
    The Delhi–Mumbai Industrial Corridor region is a major planned industrial and infrastructure development zone spanning several Indian states between Delhi and Mumbai, aimed at boosting manufacturing, logistics, and urban growth.
  • D. 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.
  • E. 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.
  • 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_69d6aa864ed88190818280ab6791d065 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7708f7ab48190b60a4bb8fdb17c8e completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e217369b648190914c58db6f6e0200 completed April 17, 2026, 11:19 a.m.
NEDg Description generation batch_69e21d8a2e6881909b33cbe4ab919315 completed April 17, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69e21eaa1e9881909f3b276e0ff0c511 completed April 17, 2026, 11:51 a.m.
Created at: April 8, 2026, 9:22 p.m.