Triple
T33861432
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Massachusetts English learner education programs |
E867932
|
entity |
| Predicate | requiresStaffQualification |
P96723
|
FINISHED |
| Object | ESL teacher license |
—
|
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: ESL teacher license | Statement: [Massachusetts English learner education programs, requiresStaffQualification, ESL teacher license]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: requiresStaffQualification Context triple: [Massachusetts English learner education programs, requiresStaffQualification, ESL teacher license]
-
A.
requiresQualificationStandard
Indicates that performing or engaging in the referenced activity, role, or process is contingent upon meeting a specified qualification standard.
-
B.
hasQualification
Indicates that an entity possesses a specific qualification, credential, or competency.
-
C.
hasProfessionalStatusRequirement
Indicates that something is subject to a condition specifying a particular professional status that must be held or met.
-
D.
hasProfessionalRequirement
chosen
Indicates that one entity imposes or specifies a professional qualification, credential, or condition that must be met by another entity.
-
E.
requiresCertification
Indicates that one entity can only be performed, accessed, or considered valid if another entity has an appropriate certification.
- 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_69f349943ccc8190a3c41a3e0ae46cbf |
completed | April 30, 2026, 12:22 p.m. |
| NER | Named-entity recognition | batch_69ff5285ed74819097e6e2a9084a079a |
completed | May 9, 2026, 3:28 p.m. |
| PD | Predicate disambiguation | batch_69ff51fbe28881908ac8417dff9db81a |
completed | May 9, 2026, 3:25 p.m. |
Created at: May 1, 2026, 1:47 a.m.