Triple

T12790823
Position Surface form Disambiguated ID Type / Status
Subject Stevenage railway station E305752 entity
Predicate connectsTo P845 FINISHED
Object Inverness
Inverness is a city in the Scottish Highlands, often regarded as the region’s cultural and administrative capital and a gateway to the surrounding natural landscapes.
 E50911 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: Inverness | Statement: [Stevenage railway station, connectsTo, Inverness]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Inverness
Context triple: [Stevenage railway station, connectsTo, Inverness]
  • A. Inverness
    Inverness is a city in the Scottish Highlands that serves as a major cultural and administrative center for the region.
  • B. Inverness
    Inverness is a small coastal community in Marin County, California, known for its scenic setting along Tomales Bay near Point Reyes National Seashore.
  • C. Nairn
    Nairn is a coastal town in the Highland council area of Scotland, known as a seaside resort on the Moray Firth.
  • D. Inveraray
    Inveraray is a historic town on the shores of Loch Fyne in western Scotland, noted for Inveraray Castle and its role as the traditional seat of the Dukes of Argyll.
  • E. Inverness and Nairn
    Inverness and Nairn is a former UK parliamentary constituency in the Scottish Highlands that centered on the city of Inverness and the nearby coastal town of Nairn.
  • 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: Inverness
Triple: [Stevenage railway station, connectsTo, Inverness]
Generated description
Inverness is a city in the Scottish Highlands, often regarded as the region’s cultural and administrative capital and a gateway to the surrounding natural landscapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Inverness
Target entity description: Inverness is a city in the Scottish Highlands, often regarded as the region’s cultural and administrative capital and a gateway to the surrounding natural landscapes.
  • A. Inverness chosen
    Inverness is a city in the Scottish Highlands that serves as a major cultural and administrative center for the region.
  • B. Inverness
    Inverness is a small coastal community in Marin County, California, known for its scenic setting along Tomales Bay near Point Reyes National Seashore.
  • C. Nairn
    Nairn is a coastal town in the Highland council area of Scotland, known as a seaside resort on the Moray Firth.
  • D. Inveraray
    Inveraray is a historic town on the shores of Loch Fyne in western Scotland, noted for Inveraray Castle and its role as the traditional seat of the Dukes of Argyll.
  • E. Inverness and Nairn
    Inverness and Nairn is a former UK parliamentary constituency in the Scottish Highlands that centered on the city of Inverness and the nearby coastal town of Nairn.
  • 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_69d7bdf366888190a8cccb982606889c completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e6b55248190ab938e69eb263612 completed April 10, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f68ebeab2081908a6e38351613e3ed completed May 2, 2026, 11:54 p.m.
NEDg Description generation batch_69f6900385548190befe667dc4e33af9 completed May 3, 2026, midnight
NED2 Entity disambiguation (via description) batch_69f690c0bd208190bd1f04a9640ad1ce completed May 3, 2026, 12:03 a.m.
Created at: April 9, 2026, 5:30 p.m.