Triple

T22055125
Position Surface form Disambiguated ID Type / Status
Subject Milford (Surrey) railway station E544987 entity
Predicate hasStationCode P1289 FINISHED
Object MLF
MLF is the National Rail station code for Milford railway station in Surrey, England.
 E1514901 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: MLF | Statement: [Milford (Surrey) railway station, hasStationCode, MLF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MLF
Context triple: [Milford (Surrey) railway station, hasStationCode, MLF]
  • A. MLF
    MLF is the Multilateral Fund that finances and supports developing countries in phasing out ozone-depleting substances under the Montreal Protocol.
  • B. AMLF
    AMLF is a French film distribution company known for releasing a wide range of domestic and international movies in France.
  • C. MIF
    MIF is a fund within the Inter-American Development Bank Group that supports private sector development and inclusive economic growth in Latin America and the Caribbean.
  • D. MIF
    MIF is a major biennial arts and culture festival held in Manchester, England, known for commissioning and premiering original, innovative works across multiple disciplines.
  • E. FLMF
    FLMF is the ICAO airport code for Mfuwe Airport in Zambia, which serves as a key gateway to the South Luangwa National Park.
  • 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: MLF
Triple: [Milford (Surrey) railway station, hasStationCode, MLF]
Generated description
MLF is the National Rail station code for Milford railway station in Surrey, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MLF
Target entity description: MLF is the National Rail station code for Milford railway station in Surrey, England.
  • A. MLF
    MLF is the Multilateral Fund that finances and supports developing countries in phasing out ozone-depleting substances under the Montreal Protocol.
  • B. AMLF
    AMLF is a French film distribution company known for releasing a wide range of domestic and international movies in France.
  • C. MIF
    MIF is a fund within the Inter-American Development Bank Group that supports private sector development and inclusive economic growth in Latin America and the Caribbean.
  • D. MIF
    MIF is a major biennial arts and culture festival held in Manchester, England, known for commissioning and premiering original, innovative works across multiple disciplines.
  • E. FLMF
    FLMF is the ICAO airport code for Mfuwe Airport in Zambia, which serves as a key gateway to the South Luangwa National Park.
  • 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_69e11e3377c48190890c17407b9527d6 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f1285681848190a0bbe18d504d1f34 completed April 28, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a7b7d735c8190bdfd9ceb60e63038 completed May 18, 2026, 2:37 a.m.
NEDg Description generation batch_6a0a7bdd8a2c81909d189a6c86906a85 completed May 18, 2026, 2:39 a.m.
NED2 Entity disambiguation (via description) batch_6a0a7c9887ec81908638c72bbfca1580 completed May 18, 2026, 2:42 a.m.
Created at: April 16, 2026, 8:26 p.m.