Triple

T9942114
Position Surface form Disambiguated ID Type / Status
Subject Chonburi Province E194107 entity
Predicate hasMajorHighwayConnection P12245 FINISHED
Object Motorway 7
Motorway 7 is a major controlled-access highway in Thailand that links Bangkok with key eastern regions, including Chonburi Province and the coastal city of Pattaya.
E896401 NE FINISHED

How this triple was built (5 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: Motorway 7 | Statement: [Chonburi Province, hasMajorHighwayConnection, Motorway 7]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Motorway 7
Context triple: [Chonburi Province, hasMajorHighwayConnection, Motorway 7]
  • A. Motorway 6
    Motorway 6 is a major Greek highway forming part of the Attiki Odos network, serving as a key orbital route around the Athens metropolitan area.
  • B. Motorway 8
    Motorway 8 is a major Greek highway that forms part of the main road connection between Athens and the Peloponnese.
  • C. M-7 highway
    The M-7 highway is a major federal road in Russia that connects Moscow with key cities in the Volga region and further toward the Ural area, serving as an important eastward transport corridor.
  • D. O-1 motorway
    The O-1 motorway is a major urban highway in Istanbul that forms part of the city’s inner ring road system and crosses the Bosporus via the Bosporus Bridge, linking the European and Asian sides.
  • E. 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.
  • 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: Motorway 7
Triple: [Chonburi Province, hasMajorHighwayConnection, Motorway 7]
Generated description
Motorway 7 is a major controlled-access highway in Thailand that links Bangkok with key eastern regions, including Chonburi Province and the coastal city of Pattaya.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Motorway 7
Target entity description: Motorway 7 is a major controlled-access highway in Thailand that links Bangkok with key eastern regions, including Chonburi Province and the coastal city of Pattaya.
  • A. Motorway 6
    Motorway 6 is a major Greek highway forming part of the Attiki Odos network, serving as a key orbital route around the Athens metropolitan area.
  • B. Motorway 8
    Motorway 8 is a major Greek highway that forms part of the main road connection between Athens and the Peloponnese.
  • C. M-7 highway
    The M-7 highway is a major federal road in Russia that connects Moscow with key cities in the Volga region and further toward the Ural area, serving as an important eastward transport corridor.
  • D. O-1 motorway
    The O-1 motorway is a major urban highway in Istanbul that forms part of the city’s inner ring road system and crosses the Bosporus via the Bosporus Bridge, linking the European and Asian sides.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasMajorHighwayConnection
Context triple: [Chonburi Province, hasMajorHighwayConnection, Motorway 7]
  • A. hasMajorHighway
    Indicates that a location or area is served by or directly connected to a major highway route.
  • B. connectsToHighway chosen
    Indicates that one location, road, or route has a direct access point or linkage to a highway.
  • C. hasMajorRailLinksTo
    Indicates that there are significant railway connections or routes between two locations.
  • D. hasMajorTransportInfrastructure
    Indicates that a location possesses significant transportation facilities or networks, such as major roads, railways, ports, or airports, that support substantial movement of people or goods.
  • E. hasMajorTransportationRole
    Indicates that an entity plays a primary or significant role in providing or supporting transportation services or infrastructure.
  • F. None of above.

Provenance (6 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_69ca82e409348190a393777356b80a2a completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb610905c81909d669265c92021a5 completed April 2, 2026, 12:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2d62cce008190ae269bbd289625a0 completed April 18, 2026, 12:54 a.m.
NEDg Description generation batch_69e2fab58f588190ae2d33f32e71333b completed April 18, 2026, 3:29 a.m.
NED2 Entity disambiguation (via description) batch_69e317809c0881909e793db965194014 completed April 18, 2026, 5:32 a.m.
PD Predicate disambiguation batch_69cd1d9428cc81909b4b4938566d78a7 completed April 1, 2026, 1:28 p.m.
Created at: March 30, 2026, 8:44 p.m.