Triple

T33188024

Position	Surface form	Disambiguated ID	Type / Status
Subject	Siemens SIMATIC PLCs	`E849523`	entity
Predicate	hasProgrammingTool	`P203408`	FINISHED
Object	STEP 7 STEP 7 is Siemens’ engineering software used to program and configure SIMATIC programmable logic controllers (PLCs) in industrial automation systems.	`E2040259`	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: STEP 7 | Statement: [Siemens SIMATIC PLCs, hasProgrammingTool, STEP 7]

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: STEP 7
Triple: [Siemens SIMATIC PLCs, hasProgrammingTool, STEP 7]

Generated description

STEP 7 is Siemens’ engineering software used to program and configure SIMATIC programmable logic controllers (PLCs) in industrial automation systems.

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

Target predicate: hasProgrammingTool
Context triple: [Siemens SIMATIC PLCs, hasProgrammingTool, STEP 7]

A. hasLanguageOfProgramming
Indicates that an entity uses, is implemented in, or is otherwise associated with a particular programming language.
B. hasProgrammingFrom
Indicates that something derives its programming, configuration, or behavioral instructions from a specified source.
C. hasProgrammingDomain
Indicates that an entity is associated with or specializes in a particular programming domain or area of software development.
D. hasProgrammingScope
Indicates that something (such as a role, task, or activity) involves or includes programming-related responsibilities or subject matter.
E. hasProgrammingContribution
Indicates that an entity has made a contribution to the development, improvement, or maintenance of a programming-related artifact, project, or activity.
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_69f3495e0f108190a6a7006f79f9c2c3`	completed	April 30, 2026, 12:21 p.m.
NER	Named-entity recognition	`batch_6a017590e01c8190b985bb50cc6cd605`	completed	May 11, 2026, 6:22 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a3525d526808190b361138bf4094ce2`	completed	June 19, 2026, 11:19 a.m.
NEDg	Description generation	`batch_6a3528be05148190914c665aea8d15eb`	completed	June 19, 2026, 11:32 a.m.
NED2	Entity disambiguation (via description)	`batch_6a352973378c8190ba922c5fde766680`	completed	June 19, 2026, 11:35 a.m.
PD	Predicate disambiguation	`batch_6a0175406b348190a5809b5f3497d46f`	completed	May 11, 2026, 6:20 a.m.
PDg	Predicate description generation	`batch_6a01758ff6d0819087730892b3ea1c75`	completed	May 11, 2026, 6:22 a.m.

Created at: May 1, 2026, 1:29 a.m.