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.