Triple

T9653638
Position Surface form Disambiguated ID Type / Status
Subject Florida Department of Agriculture and Consumer Services Office of Agricultural Law Enforcement E233395 entity
Predicate abbreviation P43 FINISHED
Object OALE
OALE is the law enforcement division of Florida’s Department of Agriculture and Consumer Services responsible for enforcing agricultural, consumer protection, and related state laws.
 E812397 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: OALE | Statement: [Florida Department of Agriculture and Consumer Services Office of Agricultural Law Enforcement, abbreviation, OALE]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: OALE
Context triple: [Florida Department of Agriculture and Consumer Services Office of Agricultural Law Enforcement, abbreviation, OALE]
  • A. OAL
    OAL is the abbreviation for the Ordre des Arts et des Lettres, a French order of merit that honors significant contributions to the arts and literature.
  • B. OAL
    OAL is the California Office of Administrative Law, the state agency responsible for reviewing and approving regulations proposed by California’s executive branch agencies.
  • C. OAL
    OAL is the vehicle registration code used on license plates for the Ostallgäu district in Bavaria, Germany.
  • D. OLA
    OLA is the commonly used acronym for the United Nations Office of Legal Affairs, which provides legal advice and support to UN organs and specialized agencies.
  • E. OLE
    OLE (Object Linking and Embedding) is a Microsoft technology that enables embedding and linking to documents and other objects within different applications, forming a foundation for later component technologies like ActiveX.
  • 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: OALE
Triple: [Florida Department of Agriculture and Consumer Services Office of Agricultural Law Enforcement, abbreviation, OALE]
Generated description
OALE is the law enforcement division of Florida’s Department of Agriculture and Consumer Services responsible for enforcing agricultural, consumer protection, and related state laws.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: OALE
Target entity description: OALE is the law enforcement division of Florida’s Department of Agriculture and Consumer Services responsible for enforcing agricultural, consumer protection, and related state laws.
  • A. OAL
    OAL is the abbreviation for the Ordre des Arts et des Lettres, a French order of merit that honors significant contributions to the arts and literature.
  • B. OAL
    OAL is the California Office of Administrative Law, the state agency responsible for reviewing and approving regulations proposed by California’s executive branch agencies.
  • C. OAL
    OAL is the vehicle registration code used on license plates for the Ostallgäu district in Bavaria, Germany.
  • D. OLA
    OLA is the commonly used acronym for the United Nations Office of Legal Affairs, which provides legal advice and support to UN organs and specialized agencies.
  • E. OLE
    OLE (Object Linking and Embedding) is a Microsoft technology that enables embedding and linking to documents and other objects within different applications, forming a foundation for later component technologies like ActiveX.
  • 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_69ca848c1ba88190b84b410cd14627fc completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9bb26b748190bc32e2003829b0ec completed April 1, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69d18270dee481909c8d2de1fafdaf5b completed April 4, 2026, 9:28 p.m.
NEDg Description generation batch_69d18324756c819089eb7edc107ed8b2 completed April 4, 2026, 9:31 p.m.
NED2 Entity disambiguation (via description) batch_69d1856b88908190a787765e1d8f001f completed April 4, 2026, 9:40 p.m.
Created at: March 30, 2026, 8:13 p.m.