Triple
T3330049
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Stephenson |
E70010
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object | Institution of Civil Engineers |
E72999
|
NE 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: Institution of Civil Engineers | Statement: [Robert Stephenson, memberOf, Institution of Civil Engineers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Institution of Civil Engineers Context triple: [Robert Stephenson, memberOf, Institution of Civil Engineers]
-
A.
Institution of Civil Engineers
chosen
The Institution of Civil Engineers is a leading professional association and learned society in the United Kingdom that supports and advances the practice and science of civil engineering worldwide.
-
B.
Institution of Mechanical Engineers
The Institution of Mechanical Engineers is a major British professional engineering institution that supports and represents mechanical engineers through accreditation, professional development, and industry standards worldwide.
-
C.
Royal Academy of Engineering
The Royal Academy of Engineering is the United Kingdom’s national academy for engineering, dedicated to advancing engineering excellence, innovation, and policy for the benefit of society.
-
D.
Institution of Engineering and Technology
The Institution of Engineering and Technology (IET) is a major professional engineering institution and learned society based in the United Kingdom, known for its global membership, technical publications, and standards in engineering and technology.
-
E.
Royal Institute of British Architects
The Royal Institute of British Architects is the United Kingdom’s professional body for architects, responsible for promoting excellence in architecture, setting standards, and supporting the architectural profession.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69ad85a24f208190bcf83131bfed3521 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb171ee0881908642504ab0ac8329 |
completed | March 8, 2026, 5:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b31a810e2c8190bfc206bdeb1ac5b8 |
completed | March 12, 2026, 7:56 p.m. |
Created at: March 8, 2026, 3:12 p.m.