Triple

T20750584
Position Surface form Disambiguated ID Type / Status
Subject Division of Mitigation Services E510703 entity
Predicate alsoKnownAs P39 FINISHED
Object 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.
 E1449246 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: [Division of Mitigation Services, alsoKnownAs, DMS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DMS
Context triple: [Division of Mitigation Services, alsoKnownAs, 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. DMSM
    The DMSM is a high-level U.S. military decoration awarded for exceptionally meritorious non-combat service in a joint duty capacity.
  • C. 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.
  • D. DMP
    DMP is the Division of Materials Physics, a specialized unit of the American Physical Society focused on research and advancement in materials physics.
  • E. DMF
    DMF is the Division of Marine Fisheries, a government agency responsible for managing and conserving marine fishery resources and regulating related activities.
  • 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: [Division of Mitigation Services, alsoKnownAs, DMS]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DMS
Target entity description: 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.
  • 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. DMSM
    The DMSM is a high-level U.S. military decoration awarded for exceptionally meritorious non-combat service in a joint duty capacity.
  • C. 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.
  • D. DMP
    DMP is the Division of Materials Physics, a specialized unit of the American Physical Society focused on research and advancement in materials physics.
  • E. DMF
    DMF is the Division of Marine Fisheries, a government agency responsible for managing and conserving marine fishery resources and regulating related activities.
  • 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_69e0b4c845e88190b4c5f3ae79291182 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c229913081908eadf716195071de completed April 21, 2026, 12:17 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08e84489c481908fa6ecbd9bae07d1 completed May 16, 2026, 9:57 p.m.
NEDg Description generation batch_6a08e974acc08190b6d306e2d6385dd8 completed May 16, 2026, 10:02 p.m.
NED2 Entity disambiguation (via description) batch_6a08ead93acc81908f81b70cf9ce0683 completed May 16, 2026, 10:08 p.m.
Created at: April 16, 2026, 12:34 p.m.