Triple
T2849840
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Embarcadero Technologies |
E63065
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Stuart Browning
Stuart Browning is an entrepreneur best known as a co-founder of the software company Embarcadero Technologies.
|
E354692
|
NE FINISHED |
How this triple was built (4 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: Stuart Browning | Statement: [Embarcadero Technologies, foundedBy, Stuart Browning]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stuart Browning Context triple: [Embarcadero Technologies, foundedBy, Stuart Browning]
-
A.
Stuart Baird
Stuart Baird is a British film editor and director renowned for his work on major Hollywood action and blockbuster films such as the James Bond and Lethal Weapon series.
-
B.
Stuart Burge
Stuart Burge was a British film, television, and theatre director best known for his adaptations of classic plays, particularly works by Shakespeare.
-
C.
Stuart Gorrell
Stuart Gorrell was an American lyricist best known for writing the words to the classic song "Georgia on My Mind."
-
D.
Stuart Beattie
Stuart Beattie is an Australian screenwriter and director known for his work on major films such as "Collateral," "Pirates of the Caribbean: The Curse of the Black Pearl," and "Australia."
-
E.
Stuart Peach
Stuart Peach is a senior Royal Air Force officer and former UK Chief of the Defence Staff who has held several top command and NATO leadership roles.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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: Stuart Browning Triple: [Embarcadero Technologies, foundedBy, Stuart Browning]
Generated description
Stuart Browning is an entrepreneur best known as a co-founder of the software company Embarcadero Technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stuart Browning Target entity description: Stuart Browning is an entrepreneur best known as a co-founder of the software company Embarcadero Technologies.
-
A.
Stuart Baird
Stuart Baird is a British film editor and director renowned for his work on major Hollywood action and blockbuster films such as the James Bond and Lethal Weapon series.
-
B.
Stuart Burge
Stuart Burge was a British film, television, and theatre director best known for his adaptations of classic plays, particularly works by Shakespeare.
-
C.
Stuart Gorrell
Stuart Gorrell was an American lyricist best known for writing the words to the classic song "Georgia on My Mind."
-
D.
Stuart Beattie
Stuart Beattie is an Australian screenwriter and director known for his work on major films such as "Collateral," "Pirates of the Caribbean: The Curse of the Black Pearl," and "Australia."
-
E.
Stuart Peach
Stuart Peach is a senior Royal Air Force officer and former UK Chief of the Defence Staff who has held several top command and NATO leadership roles.
- F. None of above. chosen
Provenance (5 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_69ab4c407c408190857d25e027155ce9 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdf41ac24819087c5b72e3b84117c |
completed | March 7, 2026, 8:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b34ba8e6b081908866127ff3da46e0 |
completed | March 12, 2026, 11:26 p.m. |
| NEDg | Description generation | batch_69b34e44bd748190a9c6c67be6bcb9de |
completed | March 12, 2026, 11:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b34ed57bf0819080fa0eb8e6875cb6 |
completed | March 12, 2026, 11:40 p.m. |
Created at: March 6, 2026, 10:02 p.m.