Triple

T1583031
Position Surface form Disambiguated ID Type / Status
Subject Pattaya E34008 entity
Predicate transportConnection P1298 FINISHED
Object 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.
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 7 | Statement: [Pattaya, transportConnection, Highway 7]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highway 7
Context triple: [Pattaya, transportConnection, Highway 7]
  • 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 141
    Highway 141 is a provincial roadway in Ontario, Canada, that serves as a key regional connector route through the Muskoka area and surrounding communities.
  • 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. Highway 17
    Highway 17 is a major Canadian highway forming part of the Trans-Canada Highway, running across northern Ontario and serving as a key route through communities such as Sault Ste. Marie.
  • E. Highway 27
    Highway 27 is a major north–south arterial route in Ontario that serves communities such as Woodbridge and connects to key regional highways.
  • 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 7
Triple: [Pattaya, transportConnection, Highway 7]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Highway 7
Target entity description: 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.
  • 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 141
    Highway 141 is a provincial roadway in Ontario, Canada, that serves as a key regional connector route through the Muskoka area and surrounding communities.
  • 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. Highway 17
    Highway 17 is a major Canadian highway forming part of the Trans-Canada Highway, running across northern Ontario and serving as a key route through communities such as Sault Ste. Marie.
  • E. Highway 27
    Highway 27 is a major north–south arterial route in Ontario that serves communities such as Woodbridge and connects to key regional highways.
  • 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_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_69d0c66e7c208190ac3cc8ace77c75e5 completed April 4, 2026, 8:06 a.m.
NEDg Description generation batch_69d0c93366c481909eca1ae2272433c9 completed April 4, 2026, 8:17 a.m.
NED2 Entity disambiguation (via description) batch_69d0c9a9e6508190815a9988bd38da9b completed April 4, 2026, 8:19 a.m.
Created at: March 4, 2026, 7:27 p.m.