Triple

T26155322

Position	Surface form	Disambiguated ID	Type / Status
Subject	Institution of Engineers Australia	`E659940`	entity
Predicate	professionalTitleManaged	`P163716`	FINISHED
Object	CPEng CPEng is a chartered professional engineering credential in Australia that recognizes engineers who meet high standards of competence, ethics, and ongoing professional development.	`E1709810`	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: CPEng | Statement: [Institution of Engineers Australia, professionalTitleManaged, CPEng]

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: CPEng
Triple: [Institution of Engineers Australia, professionalTitleManaged, CPEng]

Generated description

CPEng is a chartered professional engineering credential in Australia that recognizes engineers who meet high standards of competence, ethics, and ongoing professional development.

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

Target predicate: professionalTitleManaged
Context triple: [Institution of Engineers Australia, professionalTitleManaged, CPEng]

A. professionalTitleAbbreviation
Indicates that one entity is an abbreviated form of a professional title associated with another entity.
B. professionalTitleAfterCompletion
Indicates that an entity is granted or holds a specific professional title as a result of successfully completing a particular program, course, or qualification.
C. professionalName
Indicates the formal name or title an entity uses in a professional or occupational context.
D. practitionerTitle
Indicates the professional title or designation held by a practitioner in the context of their role or practice.
E. professionalHead
Indicates that one entity serves as the primary professional leader or chief authority over another entity within an organizational or occupational context.
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_69ee5bc5a9908190899d39ce95c6d215`	completed	April 26, 2026, 6:39 p.m.
NER	Named-entity recognition	`batch_69f6397b64f881909d811225e57aac5e`	completed	May 2, 2026, 5:50 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a1127720aec81909a28cccb2ae9e375`	completed	May 23, 2026, 4:05 a.m.
NEDg	Description generation	`batch_6a1135205bdc81908dc42970c5f9b60d`	completed	May 23, 2026, 5:03 a.m.
NED2	Entity disambiguation (via description)	`batch_6a113610d1d8819097ce5070e47a7645`	completed	May 23, 2026, 5:07 a.m.
PD	Predicate disambiguation	`batch_69f63706b6008190993577193c85ff50`	completed	May 2, 2026, 5:40 p.m.
PDg	Predicate description generation	`batch_69f638d029148190877c103f0eeaf147`	completed	May 2, 2026, 5:48 p.m.

Created at: April 26, 2026, 8:27 p.m.