Triple

T7179162
Position Surface form Disambiguated ID Type / Status
Subject Arbroath railway station E167399 entity
Predicate hasStationCode P1289 FINISHED
Object ARB
ARB is the National Rail station code for Arbroath railway station in Angus, Scotland.
E647810 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: ARB | Statement: [Arbroath railway station, hasStationCode, ARB]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ARB
Context triple: [Arbroath railway station, hasStationCode, ARB]
  • A. ARB
    ARB is the commonly used abbreviation for the Royal Academy of Science, Letters and Fine Arts of Belgium, a prominent Belgian learned society.
  • B. ARB
    ARB is the California state agency responsible for regulating air quality and reducing air pollution and greenhouse gas emissions.
  • C. ARA
    ARA is the station code for Ara Junction, a railway station in Bihar, India, on the Patna–Mughalsarai section of the Indian Railways network.
  • D. ARA
    ARA is the French administrative region of Auvergne-Rhône-Alpes, located in the southeast-central part of France and known for its diverse landscapes and major cities like Lyon and Grenoble.
  • E. ARC
    ARC is a U.S. federal–state regional economic development agency focused on improving economic growth and quality of life in the Appalachian region.
  • 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: ARB
Triple: [Arbroath railway station, hasStationCode, ARB]
Generated description
ARB is the National Rail station code for Arbroath railway station in Angus, Scotland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ARB
Target entity description: ARB is the National Rail station code for Arbroath railway station in Angus, Scotland.
  • A. ARB
    ARB is the commonly used abbreviation for the Royal Academy of Science, Letters and Fine Arts of Belgium, a prominent Belgian learned society.
  • B. ARB
    ARB is the California state agency responsible for regulating air quality and reducing air pollution and greenhouse gas emissions.
  • C. ARA
    ARA is the station code for Ara Junction, a railway station in Bihar, India, on the Patna–Mughalsarai section of the Indian Railways network.
  • D. ARA
    ARA is the French administrative region of Auvergne-Rhône-Alpes, located in the southeast-central part of France and known for its diverse landscapes and major cities like Lyon and Grenoble.
  • E. ARC
    ARC is the commonly used acronym for the Augmentation Research Center, a pioneering research group known for its early work on interactive computing and human–computer interaction.
  • 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_69c6888a7c548190a3d39b52a393080f completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e8b9756481908f35bceefb77ddce completed March 27, 2026, 8:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7b935eb088190acb0b8a6b75addbb completed March 28, 2026, 11:19 a.m.
NEDg Description generation batch_69c7bcfaf8608190908c5b58ecdf9aff completed March 28, 2026, 11:35 a.m.
NED2 Entity disambiguation (via description) batch_69c7bd68f4688190aa8ac988d2435bb7 completed March 28, 2026, 11:37 a.m.
Created at: March 27, 2026, 2:49 p.m.