Triple

T5772785
Position Surface form Disambiguated ID Type / Status
Subject Cuddalore E127366 entity
Predicate stateHighwayConnection P12245 FINISHED
Object Tamil Nadu State Highway network
The Tamil Nadu State Highway network is an extensive system of major roads that connects cities, towns, and districts across the Indian state of Tamil Nadu, facilitating regional transportation and economic activity.
E544881 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: Tamil Nadu State Highway network | Statement: [Cuddalore, stateHighwayConnection, Tamil Nadu State Highway network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tamil Nadu State Highway network
Context triple: [Cuddalore, stateHighwayConnection, Tamil Nadu State Highway network]
  • A. National Highway network of India
    The National Highway network of India is an extensive system of primary roadways that connects major cities, ports, and regions across the country, facilitating long-distance travel and economic activity.
  • B. 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.
  • C. Sri Lankan national highway network
    The Sri Lankan national highway network is the country’s primary system of major roads that connects key cities, ports, and regions across the island to support transport, trade, and travel.
  • D. National Highway 3 (India)
    National Highway 3 (India) is a major roadway in northern India that connects key cities in Himachal Pradesh and beyond, serving as an important route through the Himalayan region.
  • E. National Highway 151A (India)
    National Highway 151A (India) is a roadway in the state of Gujarat that serves as a key route connecting the city of Jamnagar with other regional destinations in western India.
  • 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: Tamil Nadu State Highway network
Triple: [Cuddalore, stateHighwayConnection, Tamil Nadu State Highway network]
Generated description
The Tamil Nadu State Highway network is an extensive system of major roads that connects cities, towns, and districts across the Indian state of Tamil Nadu, facilitating regional transportation and economic activity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tamil Nadu State Highway network
Target entity description: The Tamil Nadu State Highway network is an extensive system of major roads that connects cities, towns, and districts across the Indian state of Tamil Nadu, facilitating regional transportation and economic activity.
  • A. National Highway network of India
    The National Highway network of India is an extensive system of primary roadways that connects major cities, ports, and regions across the country, facilitating long-distance travel and economic activity.
  • B. 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.
  • C. Sri Lankan national highway network
    The Sri Lankan national highway network is the country’s primary system of major roads that connects key cities, ports, and regions across the island to support transport, trade, and travel.
  • D. National Highway 3 (India)
    National Highway 3 (India) is a major roadway in northern India that connects key cities in Himachal Pradesh and beyond, serving as an important route through the Himalayan region.
  • E. National Highway 151A (India)
    National Highway 151A (India) is a roadway in the state of Gujarat that serves as a key route connecting the city of Jamnagar with other regional destinations in western India.
  • 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_69c00834f6308190851b0abeddd8ed7e completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c029adda188190a5c26c363614145f completed March 22, 2026, 5:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e686ad88190b34e5e94145b44dc completed March 22, 2026, 11:42 p.m.
NEDg Description generation batch_69c08d238384819089104f5c778ec315 completed March 23, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69c08dac9eec8190996f6c537777801b completed March 23, 2026, 12:47 a.m.
Created at: March 22, 2026, 3:50 p.m.