Triple

T17151246
Position Surface form Disambiguated ID Type / Status
Subject Montgomery County government E416224 entity
Predicate hasDepartment P35 FINISHED
Object Montgomery County Office of Consumer Protection
The Montgomery County Office of Consumer Protection is a local government agency that enforces consumer protection laws, investigates complaints, and educates residents about their rights in the marketplace.
E1252782 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: Montgomery County Office of Consumer Protection | Statement: [Montgomery County government, hasDepartment, Montgomery County Office of Consumer Protection]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Montgomery County Office of Consumer Protection
Context triple: [Montgomery County government, hasDepartment, Montgomery County Office of Consumer Protection]
  • A. Division of Consumer Services
    The Division of Consumer Services is a unit within Florida’s state government that assists and advocates for consumers in resolving issues related to financial and insurance products and services.
  • B. Division of Consumer Protection
    The Division of Consumer Protection is a New York State government office that safeguards consumers by enforcing consumer protection laws, mediating complaints, and providing education and advocacy on marketplace issues.
  • C. Office of Consumer Counsel
    The Office of Consumer Counsel is a Colorado state agency division that represents and advocates for the interests of utility consumers in regulatory proceedings and policy matters.
  • D. Montgomery County Fiscal Court
    The Montgomery County Fiscal Court is the governing body responsible for overseeing county administration, budgeting, and local legislation in Montgomery County, Kentucky.
  • E. Montgomery County government
    The Montgomery County government is the local administrative authority responsible for providing public services, enforcing regulations, and managing county affairs in Montgomery County, Alabama.
  • 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: Montgomery County Office of Consumer Protection
Triple: [Montgomery County government, hasDepartment, Montgomery County Office of Consumer Protection]
Generated description
The Montgomery County Office of Consumer Protection is a local government agency that enforces consumer protection laws, investigates complaints, and educates residents about their rights in the marketplace.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Montgomery County Office of Consumer Protection
Target entity description: The Montgomery County Office of Consumer Protection is a local government agency that enforces consumer protection laws, investigates complaints, and educates residents about their rights in the marketplace.
  • A. Montgomery County Department of Health and Human Services
    The Montgomery County Department of Health and Human Services is the local government agency responsible for delivering public health, social services, and related support programs to residents of Montgomery County.
  • B. Division of Consumer Services
    The Division of Consumer Services is a unit within Florida’s state government that assists and advocates for consumers in resolving issues related to financial and insurance products and services.
  • C. Division of Consumer Protection
    The Division of Consumer Protection is a New York State government office that safeguards consumers by enforcing consumer protection laws, mediating complaints, and providing education and advocacy on marketplace issues.
  • D. Office of Consumer Counsel
    The Office of Consumer Counsel is a Colorado state agency division that represents and advocates for the interests of utility consumers in regulatory proceedings and policy matters.
  • E. Montgomery County Fiscal Court
    The Montgomery County Fiscal Court is the governing body responsible for overseeing county administration, budgeting, and local legislation in Montgomery County, Kentucky.
  • 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_69d886d279c081909f8ff1f743ddeb69 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3f40775848190ada44742c0113ab3 completed April 18, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01415d19288190beb3c94da2ce8c0e completed May 11, 2026, 2:39 a.m.
NEDg Description generation batch_6a01422c0f088190b162c7086bc93585 completed May 11, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_6a0142f274ec819081eb15a3ea0e1b13 completed May 11, 2026, 2:46 a.m.
Created at: April 10, 2026, 5:36 a.m.