Triple
T9431751
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | StumbleUpon |
E227393
|
entity |
| Predicate | founder |
P104
|
FINISHED |
| Object |
Justin LaFrance
Justin LaFrance is an internet entrepreneur best known as a co-founder of the social discovery and recommendation platform StumbleUpon.
|
E801653
|
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: Justin LaFrance | Statement: [StumbleUpon, founder, Justin LaFrance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Justin LaFrance Context triple: [StumbleUpon, founder, Justin LaFrance]
-
A.
Jason Tremblay
Jason Tremblay is the father of Canadian child actor Jacob Tremblay.
-
B.
Matthew Lavigne
Matthew Lavigne is the younger brother of Canadian pop-punk singer Avril Lavigne and has occasionally been involved in aspects of her career and public life.
-
C.
Justin Spitz
Justin Spitz is known as one of the children of legendary American Olympic swimmer Mark Spitz.
-
D.
Spencer Laudiero
Spencer Laudiero is an American animation director and storyboard artist known for his work on television series such as "Family Guy" and "The Orville."
-
E.
Brice Dal Farra
Brice Dal Farra is a film producer best known for his work on the coming-of-age drama "The Wackness."
- 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: Justin LaFrance Triple: [StumbleUpon, founder, Justin LaFrance]
Generated description
Justin LaFrance is an internet entrepreneur best known as a co-founder of the social discovery and recommendation platform StumbleUpon.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Justin LaFrance Target entity description: Justin LaFrance is an internet entrepreneur best known as a co-founder of the social discovery and recommendation platform StumbleUpon.
-
A.
Jason Tremblay
Jason Tremblay is the father of Canadian child actor Jacob Tremblay.
-
B.
Matthew Lavigne
Matthew Lavigne is the younger brother of Canadian pop-punk singer Avril Lavigne and has occasionally been involved in aspects of her career and public life.
-
C.
Justin Spitz
Justin Spitz is known as one of the children of legendary American Olympic swimmer Mark Spitz.
-
D.
Spencer Laudiero
Spencer Laudiero is an American animation director and storyboard artist known for his work on television series such as "Family Guy" and "The Orville."
-
E.
Brice Dal Farra
Brice Dal Farra is a film producer best known for his work on the coming-of-age drama "The Wackness."
- 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_69ca8437a7ac81908651de48f2d2141d |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd7e6059bc8190a7e98aef3caabd0b |
completed | April 1, 2026, 8:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d12cd623308190ba55223399ee3aa8 |
completed | April 4, 2026, 3:23 p.m. |
| NEDg | Description generation | batch_69d12d8826248190aff8bf1ca1c15a03 |
completed | April 4, 2026, 3:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d12ddbfe988190b639bd16be05f343 |
completed | April 4, 2026, 3:27 p.m. |
Created at: March 30, 2026, 7:49 p.m.