Triple
T17587939
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sample Selection Bias as a Specification Error |
E428372
|
entity |
| Predicate | estimationTechnique |
P51617
|
FINISHED |
| Object | two-step least squares-type procedure |
—
|
LITERAL FINISHED |
How this triple was built (2 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: two-step least squares-type procedure | Statement: [Sample Selection Bias as a Specification Error, estimationTechnique, two-step least squares-type procedure]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: estimationTechnique Context triple: [Sample Selection Bias as a Specification Error, estimationTechnique, two-step least squares-type procedure]
-
A.
estimatedUsing
Indicates that one entity’s value, state, or outcome is derived by applying an estimation method, model, or procedure based on another entity.
-
B.
separatesEstimationOf
Indicates that one entity distinguishes or isolates the estimation or assessment of another entity from other factors or components.
-
C.
approximationType
Indicates the specific method or scheme used to approximate a value, function, or relationship in a given context.
-
D.
areEstimatedIn
Indicates that a value or quantity is approximated or inferred within a specified context, framework, or unit.
-
E.
featuresTechnique
chosen
Indicates that something incorporates or makes use of a particular technique as part of its content or execution.
- F. None of above.
Provenance (3 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_69d889e1030481909950e140c63255b9 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e469e41bf08190963848f1597b6e9f |
completed | April 19, 2026, 5:36 a.m. |
| PD | Predicate disambiguation | batch_69e3b4fff0348190b899a32da537eaca |
completed | April 18, 2026, 4:44 p.m. |
Created at: April 10, 2026, 5:51 a.m.