Triple

T23383304
Position Surface form Disambiguated ID Type / Status
Subject Dormans railway station E593808 entity
Predicate stationCode P1289 FINISHED
Object DMS
DMS is the three-letter National Rail station code for Dormans railway station in Surrey, England.
 E1584102 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: DMS | Statement: [Dormans railway station, stationCode, DMS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DMS
Context triple: [Dormans railway station, stationCode, DMS]
  • A. DMS
    DMS is the acronym for the Florida Department of Management Services, the state agency responsible for overseeing business, workforce, and support services for Florida’s government.
  • B. DMS
    DMS is a program within the North Carolina Department of Environmental Quality that plans, implements, and manages mitigation projects to restore and protect the state’s wetlands, streams, and riparian buffers.
  • C. DMSM
    The DMSM is a high-level U.S. military decoration awarded for exceptionally meritorious non-combat service in a joint duty capacity.
  • D. DFMS
    DFMS is the commonly used acronym for the Domestic and Foreign Missionary Society, the corporate and legal entity that carries out the mission work and administrative functions of The Episcopal Church in the United States and abroad.
  • E. DMP
    DMP is the Division of Materials Physics, a specialized unit of the American Physical Society focused on research and advancement in materials physics.
  • 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: DMS
Triple: [Dormans railway station, stationCode, DMS]
Generated description
DMS is the three-letter National Rail station code for Dormans railway station in Surrey, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DMS
Target entity description: DMS is the three-letter National Rail station code for Dormans railway station in Surrey, England.
  • A. DMS
    DMS is the acronym for the Florida Department of Management Services, the state agency responsible for overseeing business, workforce, and support services for Florida’s government.
  • B. DMS
    DMS is a program within the North Carolina Department of Environmental Quality that plans, implements, and manages mitigation projects to restore and protect the state’s wetlands, streams, and riparian buffers.
  • C. DMSM
    The DMSM is a high-level U.S. military decoration awarded for exceptionally meritorious non-combat service in a joint duty capacity.
  • D. DFMS
    DFMS is the commonly used acronym for the Domestic and Foreign Missionary Society, the corporate and legal entity that carries out the mission work and administrative functions of The Episcopal Church in the United States and abroad.
  • E. DMP
    DMP is the Division of Materials Physics, a specialized unit of the American Physical Society focused on research and advancement in materials physics.
  • 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_69e25d268a50819095f2fd479da8ef3f completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1a496ae34819090e86c89eef6d2dc completed April 29, 2026, 6:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5de5fd648190becc39a9d414cd76 completed May 19, 2026, 12:56 p.m.
NEDg Description generation batch_6a0c60d3222c8190a67851d211231d9a completed May 19, 2026, 1:08 p.m.
NED2 Entity disambiguation (via description) batch_6a0c615bbce8819086cdb1993b952d9a completed May 19, 2026, 1:10 p.m.
Created at: April 17, 2026, 5:34 p.m.