Triple

T37282966

Position	Surface form	Disambiguated ID	Type / Status
Subject	STEAM Academy at Mambrino	`E925449`	entity
Predicate	magnetTheme	`P187690`	FINISHED
Object	STEAM (science, technology, engineering, arts, mathematics) STEAM (science, technology, engineering, arts, mathematics) is an interdisciplinary educational approach that integrates creative arts into traditional STEM fields to foster innovation, critical thinking, and problem-solving skills.	`E2220188`	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: STEAM (science, technology, engineering, arts, mathematics) | Statement: [STEAM Academy at Mambrino, magnetTheme, STEAM (science, technology, engineering, arts, mathematics)]

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: STEAM (science, technology, engineering, arts, mathematics)
Triple: [STEAM Academy at Mambrino, magnetTheme, STEAM (science, technology, engineering, arts, mathematics)]

Generated description

STEAM (science, technology, engineering, arts, mathematics) is an interdisciplinary educational approach that integrates creative arts into traditional STEM fields to foster innovation, critical thinking, and problem-solving skills.

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: magnetTheme
Context triple: [STEAM Academy at Mambrino, magnetTheme, STEAM (science, technology, engineering, arts, mathematics)]

A. hasMotiveTheme
Indicates that an action, event, or situation is associated with a central motivating theme or underlying driving idea.
B. magneticActivity
Indicates a relationship where an entity exhibits, causes, or is characterized by magnetic phenomena such as fields, storms, or fluctuations.
C. shapeTheme
Indicates a relationship where one entity’s form, outline, or geometric characteristics serve as a central motif or organizing principle for another entity.
D. usesMagnetType
Indicates that one entity employs or operates with a specific type of magnet in its function or configuration.
E. mosaicTheme
Indicates that one entity has a thematic subject or motif that is depicted or expressed in a mosaic associated with it.
F. None of above. chosen

Provenance (7 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_69f76eafe20c8190856d3b996a4c31a7`	completed	May 3, 2026, 3:50 p.m.
NER	Named-entity recognition	`batch_69fb78cbef988190b8f79d946b46e6b2`	completed	May 6, 2026, 5:22 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a40513df2b88190b73f66b868f6f085`	completed	June 27, 2026, 10:39 p.m.
NEDg	Description generation	`batch_6a4051b5f6048190b92272bf19ee39ad`	completed	June 27, 2026, 10:41 p.m.
NED2	Entity disambiguation (via description)	`batch_6a405268e3688190b86e1ee0391e817a`	completed	June 27, 2026, 10:44 p.m.
PD	Predicate disambiguation	`batch_69fb5a9ac5a08190b24ef308963fc52b`	completed	May 6, 2026, 3:13 p.m.
PDg	Predicate description generation	`batch_69fb78c982ac8190846efe8f6209e5d1`	completed	May 6, 2026, 5:22 p.m.

Created at: May 3, 2026, 4:16 p.m.