Triple

T1109922
Position Surface form Disambiguated ID Type / Status
Subject Liuzhou E25569 entity
Predicate roadSystem P3293 FINISHED
Object National Highway 322
National Highway 322 is a major Chinese national roadway that serves the city of Liuzhou and connects it to other key regions in the country.
 E658996 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: National Highway 322 | Statement: [Liuzhou, roadSystem, National Highway 322]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Highway 322
Context triple: [Liuzhou, roadSystem, National Highway 322]
  • A. National Highway 209
    National Highway 209 is a major Chinese national trunk road that runs north–south across multiple provinces, including passing through the city of Liuzhou in Guangxi.
  • B. Highway 307
    Highway 307 is a major coastal road in Mexico’s Riviera Maya that links Playa del Carmen with other key destinations along the Caribbean shoreline, including Cancún and Tulum.
  • C. National Highway 152
    National Highway 152 is a major Indian roadway in the state of Haryana that connects several key towns and facilitates regional transportation and commerce.
  • D. National Highway 27
    National Highway 27 is a major Indian roadway that forms part of the country’s east–west transport corridor, linking key cities and facilitating regional connectivity and trade.
  • E. National Highway 48
    National Highway 48 is a major Indian roadway that forms part of the primary north–south transport corridor, linking key cities such as Delhi, Jaipur, Ahmedabad, Mumbai, and Bengaluru.
  • 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: National Highway 322
Triple: [Liuzhou, roadSystem, National Highway 322]
Generated description
National Highway 322 is a major Chinese national roadway that serves the city of Liuzhou and connects it to other key regions in the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Highway 322
Target entity description: National Highway 322 is a major Chinese national roadway that serves the city of Liuzhou and connects it to other key regions in the country.
  • A. National Highway 209
    National Highway 209 is a major Chinese national trunk road that runs north–south across multiple provinces, including passing through the city of Liuzhou in Guangxi.
  • B. Highway 307
    Highway 307 is a major coastal road in Mexico’s Riviera Maya that links Playa del Carmen with other key destinations along the Caribbean shoreline, including Cancún and Tulum.
  • C. National Highway 152
    National Highway 152 is a major Indian roadway in the state of Haryana that connects several key towns and facilitates regional transportation and commerce.
  • D. National Highway 27
    National Highway 27 is a major Indian roadway that forms part of the country’s east–west transport corridor, linking key cities and facilitating regional connectivity and trade.
  • E. National Highway 48
    National Highway 48 is a major Indian roadway that forms part of the primary north–south transport corridor, linking key cities such as Delhi, Jaipur, Ahmedabad, Mumbai, and Bengaluru.
  • 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_69a49428d4448190b3b36991ceae87ce completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4ba045fd88190982e1c6278fb9ca3 completed March 1, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7fa512324819092e3a0b449cdb9ba completed March 28, 2026, 3:57 p.m.
NEDg Description generation batch_69c7fbbff6f081909b694dea7e572ec2 completed March 28, 2026, 4:03 p.m.
NED2 Entity disambiguation (via description) batch_69c7fc2f66248190bac3fa24d530b938 completed March 28, 2026, 4:05 p.m.
Created at: March 1, 2026, 7:43 p.m.