Triple

T33861426
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts English learner education programs E867932 entity
Predicate requiresAssessment P46427 FINISHED
Object ACCESS for ELLs
ACCESS for ELLs is a standardized English language proficiency assessment used to measure the listening, speaking, reading, and writing skills of K–12 English language learners.
 E2071134 NE FINISHED

How this triple was built (3 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: ACCESS for ELLs | Statement: [Massachusetts English learner education programs, requiresAssessment, ACCESS for ELLs]
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: ACCESS for ELLs
Triple: [Massachusetts English learner education programs, requiresAssessment, ACCESS for ELLs]
Generated description
ACCESS for ELLs is a standardized English language proficiency assessment used to measure the listening, speaking, reading, and writing skills of K–12 English language learners.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: requiresAssessment
Context triple: [Massachusetts English learner education programs, requiresAssessment, ACCESS for ELLs]
  • A. requiresAssessmentOf chosen
    Indicates that one entity necessitates an evaluation, review, or judgment to be performed on another entity before proceeding or fulfilling a condition.
  • B. requiresAssessmentBy
    Indicates that one entity must be formally evaluated, reviewed, or judged by another specified entity before proceeding or being accepted.
  • C. requiresCare
    Indicates that one entity depends on another to provide care, attention, or maintenance for its proper functioning or well-being.
  • D. requiresConsultationWith
    Indicates that performing an action or making a decision depends on first obtaining input, approval, or advice from a specified party.
  • E. requiresAssistanceFrom
    Indicates that one entity depends on help, support, or intervention from another entity to perform an action or fulfill a need.
  • 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_69f349943ccc8190a3c41a3e0ae46cbf completed April 30, 2026, 12:22 p.m.
NER Named-entity recognition batch_69ff519b65f081909902ba83b775ef85 completed May 9, 2026, 3:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a36761e78e081909fe05a881de45647 completed June 20, 2026, 11:14 a.m.
NEDg Description generation batch_6a3676f702e48190afa2ce8b400a4a8d completed June 20, 2026, 11:18 a.m.
NED2 Entity disambiguation (via description) batch_6a36776a62848190ae95f5ba56ea5e43 completed June 20, 2026, 11:20 a.m.
PD Predicate disambiguation batch_69ff506fccdc8190bd93269589040aed completed May 9, 2026, 3:19 p.m.
Created at: May 1, 2026, 1:47 a.m.