Triple

T1583032
Position Surface form Disambiguated ID Type / Status
Subject Pattaya E34008 entity
Predicate transportConnection P1298 FINISHED
Object Highway 3
Highway 3 is a major coastal road in eastern Thailand that connects Bangkok with popular resort cities such as Pattaya and Rayong.
E791876 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: Highway 3 | Statement: [Pattaya, transportConnection, Highway 3]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highway 3
Context triple: [Pattaya, transportConnection, Highway 3]
  • A. Highway 7
    Highway 7 is a major east–west arterial route in southern Ontario that connects numerous communities across the Greater Toronto Area and beyond.
  • B. Highway 7
    Highway 7 is a major motorway in eastern Thailand that links Bangkok with the coastal city of Pattaya and other destinations along the Gulf of Thailand.
  • C. Highway 5
    Highway 5 is a major Finnish roadway that runs through eastern Finland, connecting several towns and regions including the municipality of Suomussalmi.
  • D. National Highway 31
    National Highway 31 is a major Indian roadway that serves as an important transportation corridor connecting key cities and regions in northern and eastern India.
  • E. National Highway 5
    National Highway 5 is a major roadway in northern Vietnam that connects the capital city of Hanoi with the port city of Hai Phong, serving as a key economic and transportation 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: Highway 3
Triple: [Pattaya, transportConnection, Highway 3]
Generated description
Highway 3 is a major coastal road in eastern Thailand that connects Bangkok with popular resort cities such as Pattaya and Rayong.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Highway 3
Target entity description: Highway 3 is a major coastal road in eastern Thailand that connects Bangkok with popular resort cities such as Pattaya and Rayong.
  • A. Highway 7
    Highway 7 is a major east–west arterial route in southern Ontario that connects numerous communities across the Greater Toronto Area and beyond.
  • B. Highway 7 chosen
    Highway 7 is a major motorway in eastern Thailand that links Bangkok with the coastal city of Pattaya and other destinations along the Gulf of Thailand.
  • C. Highway 5
    Highway 5 is a major Finnish roadway that runs through eastern Finland, connecting several towns and regions including the municipality of Suomussalmi.
  • D. National Highway 31
    National Highway 31 is a major Indian roadway that serves as an important transportation corridor connecting key cities and regions in northern and eastern India.
  • E. National Highway 5
    National Highway 5 is a major roadway in northern Vietnam that connects the capital city of Hanoi with the port city of Hai Phong, serving as a key economic and transportation corridor.
  • F. None of above.

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_69a885fceb2c8190b47e0f7c0aefbff0 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a908ef80a48190bd5a8e51c65e5588 completed March 5, 2026, 4:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69d58af368788190a4b020cc46cc30d5 completed April 7, 2026, 10:53 p.m.
NEDg Description generation batch_69d58d72b5d88190989416f030cdde73 completed April 7, 2026, 11:04 p.m.
NED2 Entity disambiguation (via description) batch_69d58e0f929481908023a47e9188a35d completed April 7, 2026, 11:06 p.m.
Created at: March 4, 2026, 7:27 p.m.