Triple

T13236657
Position Surface form Disambiguated ID Type / Status
Subject Public Law 97-34 E315162 entity
Predicate acceleratedCostRecoverySystemAcronym P36183 FINISHED
Object ACRS
ACRS is the Accelerated Cost Recovery System, a U.S. tax depreciation method introduced in the early 1980s to allow faster write-offs of capital investments.
E1029410 NE FINISHED

How this triple was built (5 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: ACRS | Statement: [Public Law 97-34, acceleratedCostRecoverySystemAcronym, ACRS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ACRS
Context triple: [Public Law 97-34, acceleratedCostRecoverySystemAcronym, ACRS]
  • A. ACR
    ACR is a leading professional medical society in the United States that advances the practice and quality standards of radiology and medical imaging.
  • B. ACR
    ACR is the commonly used abbreviation for the Armed Forces of the Czech Republic, encompassing the country's army, air force, and support units.
  • C. ACR
    ACR is a leading professional organization in the United States dedicated to advancing the care of patients with rheumatic diseases through education, research, advocacy, and practice guidelines.
  • D. ACS
    ACS is an organization whose name is abbreviated from the Special Committee for Transport, likely functioning as a body focused on transportation policy or oversight.
  • E. ACS
    ACS is a professional organization of surgeons dedicated to improving the quality of surgical care and setting high standards for surgical education and practice.
  • 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: ACRS
Triple: [Public Law 97-34, acceleratedCostRecoverySystemAcronym, ACRS]
Generated description
ACRS is the Accelerated Cost Recovery System, a U.S. tax depreciation method introduced in the early 1980s to allow faster write-offs of capital investments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ACRS
Target entity description: ACRS is the Accelerated Cost Recovery System, a U.S. tax depreciation method introduced in the early 1980s to allow faster write-offs of capital investments.
  • A. ACR
    ACR is a leading professional medical society in the United States that advances the practice and quality standards of radiology and medical imaging.
  • B. ACR
    ACR is the commonly used abbreviation for the Armed Forces of the Czech Republic, encompassing the country's army, air force, and support units.
  • C. ACR
    ACR is a leading professional organization in the United States dedicated to advancing the care of patients with rheumatic diseases through education, research, advocacy, and practice guidelines.
  • D. ACS
    ACS is a professional organization of surgeons dedicated to improving the quality of surgical care and setting high standards for surgical education and practice.
  • E. ACS
    ACS is an organization whose name is abbreviated from the Special Committee for Transport, likely functioning as a body focused on transportation policy or oversight.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: acceleratedCostRecoverySystemAcronym
Context triple: [Public Law 97-34, acceleratedCostRecoverySystemAcronym, ACRS]
  • A. accrualMethod
    Indicates the method or basis by which something (such as interest, revenue, or benefits) is accumulated or recognized over time.
  • B. abbreviation
    Indicates that one term is a shortened or contracted form that stands for another, longer expression.
  • C. accrualUnit
    Indicates the unit of measure (such as days, months, or years) in which something accumulates or is accrued over time.
  • D. abbreviationUsedFor chosen
    Indicates that a particular shortened form or acronym is used to represent or stand in for a longer term, name, or expression.
  • E. accreditedTo
    Indicates that official recognition, authorization, or credit for something is granted by or associated with a particular entity.
  • F. None of above.

Provenance (6 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_69d806b1072881909e46bd212259c5f0 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98d56da008190af55da3a9e7ffd4d completed April 10, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6ff3079c08190977663e5d4762a80 completed May 3, 2026, 7:54 a.m.
NEDg Description generation batch_69f700cbb3708190884d05dd0dd22639 completed May 3, 2026, 8:01 a.m.
NED2 Entity disambiguation (via description) batch_69f7031a4490819081da260edd969ee8 completed May 3, 2026, 8:11 a.m.
PD Predicate disambiguation batch_69d98bcb21648190aef241de1e7887e2 completed April 10, 2026, 11:46 p.m.
Created at: April 9, 2026, 9:22 p.m.