Triple
T2714496
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taxpayer Advocate Service |
E59935
|
entity |
| Predicate | worksWith |
P398
|
FINISHED |
| Object |
Low Income Taxpayer Clinics
Low Income Taxpayer Clinics are community-based programs that provide free or low-cost assistance to low-income individuals in resolving tax disputes and understanding their rights and responsibilities under the tax law.
|
E293826
|
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: Low Income Taxpayer Clinics | Statement: [Taxpayer Advocate Service, worksWith, Low Income Taxpayer Clinics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Low Income Taxpayer Clinics Context triple: [Taxpayer Advocate Service, worksWith, Low Income Taxpayer Clinics]
-
A.
Tax Law Center
The Tax Law Center is a research and policy institute at New York University School of Law that focuses on improving the fairness and effectiveness of tax law and administration.
-
B.
Taxpayer Advocate Service
The Taxpayer Advocate Service is an independent organization within the IRS that helps taxpayers resolve problems with the tax system and works to identify and address systemic issues.
-
C.
Civil Justice Clinic
The Civil Justice Clinic is a Duke Law legal clinic where students provide supervised representation to low-income clients in civil matters, gaining practical litigation and advocacy experience.
-
D.
Office of Tax Legislative Counsel
The Office of Tax Legislative Counsel is a division within the U.S. Treasury that develops, reviews, and advises on federal tax legislation and related policy.
-
E.
LSC
LSC is the IATA airport code for La Florida Airport, which serves the city of La Serena in Chile.
- 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: Low Income Taxpayer Clinics Triple: [Taxpayer Advocate Service, worksWith, Low Income Taxpayer Clinics]
Generated description
Low Income Taxpayer Clinics are community-based programs that provide free or low-cost assistance to low-income individuals in resolving tax disputes and understanding their rights and responsibilities under the tax law.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Low Income Taxpayer Clinics Target entity description: Low Income Taxpayer Clinics are community-based programs that provide free or low-cost assistance to low-income individuals in resolving tax disputes and understanding their rights and responsibilities under the tax law.
-
A.
Tax Law Center
The Tax Law Center is a research and policy institute at New York University School of Law that focuses on improving the fairness and effectiveness of tax law and administration.
-
B.
Taxpayer Advocate Service
The Taxpayer Advocate Service is an independent organization within the IRS that helps taxpayers resolve problems with the tax system and works to identify and address systemic issues.
-
C.
Civil Justice Clinic
The Civil Justice Clinic is a Duke Law legal clinic where students provide supervised representation to low-income clients in civil matters, gaining practical litigation and advocacy experience.
-
D.
Office of Tax Legislative Counsel
The Office of Tax Legislative Counsel is a division within the U.S. Treasury that develops, reviews, and advises on federal tax legislation and related policy.
-
E.
LSC
LSC is the IATA airport code for La Florida Airport, which serves the city of La Serena in Chile.
- 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_69ab4ac92a088190bc74bca14038e3de |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abda93a2388190b55a1c821ef6bc64 |
completed | March 7, 2026, 7:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afb687f6a081909ab1ba98a6ecc60f |
completed | March 10, 2026, 6:13 a.m. |
| NEDg | Description generation | batch_69afb7c0ac9c819088939e2a20e74c24 |
completed | March 10, 2026, 6:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb84d36488190b49b05f2d5398627 |
completed | March 10, 2026, 6:21 a.m. |
Created at: March 6, 2026, 9:55 p.m.