Triple
T7115981
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Medical Expenditure Panel Survey |
E165820
|
entity |
| Predicate | acronym |
P43
|
FINISHED |
| Object |
MEPS
MEPS is a large-scale set of surveys conducted in the United States that collects detailed data on individuals’ and families’ health care use, expenditures, insurance coverage, and payment sources.
|
E641841
|
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: MEPS | Statement: [Medical Expenditure Panel Survey, acronym, MEPS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MEPS Context triple: [Medical Expenditure Panel Survey, acronym, MEPS]
-
A.
MEPS
MEPS is a U.S. Department of Defense facility where prospective military recruits undergo medical examinations, aptitude testing, and enlistment processing before entering active service.
-
B.
MPEA
MPEA is the commonly used abbreviation for the Metropolitan Pier and Exposition Authority, the public agency that owns and operates Chicago’s McCormick Place convention center and Navy Pier.
-
C.
MPS
MPS is a language workbench and integrated development environment by JetBrains designed for creating and working with domain-specific languages using projectional editing.
-
D.
MPS
MPS is a leading German research institute specializing in the study of the Sun and the solar system, operating under the Max Planck Society.
-
E.
MECP
MECP is the provincial government ministry in Ontario responsible for environmental protection, conservation, and managing the province’s parks system.
- 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: MEPS Triple: [Medical Expenditure Panel Survey, acronym, MEPS]
Generated description
MEPS is a large-scale set of surveys conducted in the United States that collects detailed data on individuals’ and families’ health care use, expenditures, insurance coverage, and payment sources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MEPS Target entity description: MEPS is a large-scale set of surveys conducted in the United States that collects detailed data on individuals’ and families’ health care use, expenditures, insurance coverage, and payment sources.
-
A.
MEPS
MEPS is a U.S. Department of Defense facility where prospective military recruits undergo medical examinations, aptitude testing, and enlistment processing before entering active service.
-
B.
MPEA
MPEA is the commonly used abbreviation for the Metropolitan Pier and Exposition Authority, the public agency that owns and operates Chicago’s McCormick Place convention center and Navy Pier.
-
C.
MPS
MPS is a language workbench and integrated development environment by JetBrains designed for creating and working with domain-specific languages using projectional editing.
-
D.
MPS
MPS is a leading German research institute specializing in the study of the Sun and the solar system, operating under the Max Planck Society.
-
E.
MECP
MECP is the provincial government ministry in Ontario responsible for environmental protection, conservation, and managing the province’s parks system.
- 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_69c6888227bc8190a1394679e3116f90 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e5f401b881909ef4c2ab1e0750db |
completed | March 27, 2026, 8:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c79cbfc7a08190ab07f3d65aa79f16 |
completed | March 28, 2026, 9:17 a.m. |
| NEDg | Description generation | batch_69c79d0215888190b0e59c2584358a05 |
completed | March 28, 2026, 9:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c79d63b6dc8190b3b52ef6566ba490 |
completed | March 28, 2026, 9:20 a.m. |
Created at: March 27, 2026, 2:43 p.m.