Triple

T7082479
Position Surface form Disambiguated ID Type / Status
Subject Bishop's Stortford railway station E164988 entity
Predicate hasStationCode P1289 FINISHED
Object BIS
BIS is the National Rail station code for Bishop's Stortford railway station in Hertfordshire, England.
 E640230 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: BIS | Statement: [Bishop's Stortford railway station, hasStationCode, BIS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BIS
Context triple: [Bishop's Stortford railway station, hasStationCode, BIS]
  • A. BIS
    BIS is the commonly used acronym for the U.S. Department of Commerce’s Bureau of Industry and Security, which oversees export controls and national security–related trade regulations.
  • B. BIS
    BIS is the Bank for International Settlements, an international financial institution that serves as a bank for central banks and fosters global monetary and financial stability.
  • C. BIS Board of Directors
    The BIS Board of Directors is the governing body of the Bank for International Settlements, responsible for overseeing its strategic direction and key policy decisions.
  • D. BIC
    BIC is a political forum that brings together the governments of the UK, Ireland, and the devolved administrations to promote cooperation on matters of mutual interest across the British–Irish Isles.
  • E. BNS
    BNS is the stock ticker symbol for the Bank of Nova Scotia, one of Canada’s largest multinational banks.
  • 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: BIS
Triple: [Bishop's Stortford railway station, hasStationCode, BIS]
Generated description
BIS is the National Rail station code for Bishop's Stortford railway station in Hertfordshire, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BIS
Target entity description: BIS is the National Rail station code for Bishop's Stortford railway station in Hertfordshire, England.
  • A. BIS
    BIS is the Bank for International Settlements, an international financial institution that serves as a bank for central banks and fosters global monetary and financial stability.
  • B. BIS
    BIS is the commonly used acronym for the U.S. Department of Commerce’s Bureau of Industry and Security, which oversees export controls and national security–related trade regulations.
  • C. BIS Board of Directors
    The BIS Board of Directors is the governing body of the Bank for International Settlements, responsible for overseeing its strategic direction and key policy decisions.
  • D. BIC
    BIC is a political forum that brings together the governments of the UK, Ireland, and the devolved administrations to promote cooperation on matters of mutual interest across the British–Irish Isles.
  • E. BNS
    BNS is the stock ticker symbol for the Bank of Nova Scotia, one of Canada’s largest multinational banks.
  • 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_69c6887d98408190912b9580666b0c1d completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e50f133c81908c5f7336fd5bc5d2 completed March 27, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7947c32f081909340b05a46ae7bdd completed March 28, 2026, 8:42 a.m.
NEDg Description generation batch_69c79523b1e881909b7f31a20f03d4b3 completed March 28, 2026, 8:45 a.m.
NED2 Entity disambiguation (via description) batch_69c795e542d881909defeb4056898495 completed March 28, 2026, 8:48 a.m.
Created at: March 27, 2026, 2:40 p.m.