Triple

T5487984
Position Surface form Disambiguated ID Type / Status
Subject Agricultural Conservation Easement Program E123631 entity
Predicate abbreviation P43 FINISHED
Object ACEP
ACEP is a U.S. Department of Agriculture program that provides financial and technical assistance to help conserve agricultural lands and wetlands through long-term easements.
E522825 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: ACEP | Statement: [Agricultural Conservation Easement Program, abbreviation, ACEP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ACEP
Context triple: [Agricultural Conservation Easement Program, abbreviation, ACEP]
  • A. American College of Emergency Physicians
    The American College of Emergency Physicians is a professional medical organization representing emergency physicians in the United States, dedicated to advancing emergency care through education, advocacy, and research.
  • B. ACHP
    ACHP is the abbreviation for the Advisory Council on Historic Preservation, an independent U.S. federal agency that promotes the preservation, enhancement, and sustainable use of the nation’s historic resources.
  • C. PAEA
    PAEA is a 2006 U.S. federal law that overhauled the United States Postal Service’s finances and operations, including imposing prefunding requirements for retiree health benefits.
  • D. ACP
    ACP is a major U.S.-based professional organization of internal medicine physicians dedicated to education, advocacy, and the advancement of clinical practice.
  • E. ACP
    ACP is the Spanish-language acronym for the Panama Canal Authority, the autonomous government agency that manages and operates the Panama Canal.
  • 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: ACEP
Triple: [Agricultural Conservation Easement Program, abbreviation, ACEP]
Generated description
ACEP is a U.S. Department of Agriculture program that provides financial and technical assistance to help conserve agricultural lands and wetlands through long-term easements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ACEP
Target entity description: ACEP is a U.S. Department of Agriculture program that provides financial and technical assistance to help conserve agricultural lands and wetlands through long-term easements.
  • A. American College of Emergency Physicians
    The American College of Emergency Physicians is a professional medical organization representing emergency physicians in the United States, dedicated to advancing emergency care through education, advocacy, and research.
  • B. ACHP
    ACHP is the abbreviation for the Advisory Council on Historic Preservation, an independent U.S. federal agency that promotes the preservation, enhancement, and sustainable use of the nation’s historic resources.
  • C. PAEA
    PAEA is a 2006 U.S. federal law that overhauled the United States Postal Service’s finances and operations, including imposing prefunding requirements for retiree health benefits.
  • D. ACP
    ACP is a major U.S.-based professional organization of internal medicine physicians dedicated to education, advocacy, and the advancement of clinical practice.
  • E. ACP
    ACP is the Spanish-language acronym for the Panama Canal Authority, the autonomous government agency that manages and operates the Panama Canal.
  • 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_69bd464a2d908190869324ce176779c8 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd9264d014819097c83bb5c2bb8c39 completed March 20, 2026, 6:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf48aa12708190add69c5fd51d161d completed March 22, 2026, 1:40 a.m.
NEDg Description generation batch_69bf4a2b6c508190ad13f6d9823ad747 completed March 22, 2026, 1:47 a.m.
NED2 Entity disambiguation (via description) batch_69bf4a87d1fc8190a0e0e75d6f9cd766 completed March 22, 2026, 1:48 a.m.
Created at: March 20, 2026, 2:10 p.m.