Triple
T7722338
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Edmund Happold |
E175042
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object | Royal Academy of Engineering |
E7933
|
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: Royal Academy of Engineering | Statement: [Edmund Happold, memberOf, Royal Academy of Engineering]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Royal Academy of Engineering Context triple: [Edmund Happold, memberOf, Royal Academy of Engineering]
-
A.
Royal Academy of Engineering
chosen
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.
-
B.
Royal Academy of Engineering Industrial Fellowships
The Royal Academy of Engineering Industrial Fellowships are competitive awards that enable academic engineers to work closely with industry partners on collaborative research and innovation projects.
-
C.
Institution of Civil Engineers
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.
-
D.
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.
-
E.
Royal Institute
The Royal Institute, officially the Royal Society of Thailand, is Thailand’s national academy responsible for advancing and standardizing knowledge in fields such as language, science, and the humanities.
- 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_69c6995d541c81909eaa646b1a8369a9 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c702f1786881908b025d8986e5f1fa |
completed | March 27, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8b51b612881909f20a6b777db348c |
completed | March 29, 2026, 5:14 a.m. |
Created at: March 27, 2026, 4:05 p.m.