Triple
T412204
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Snap Inc. |
E9513
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Bobby Murphy
Bobby Murphy is an American billionaire entrepreneur and software engineer best known as the co-founder and chief technology officer of Snapchat’s parent company, Snap Inc.
|
E108486
|
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: Bobby Murphy | Statement: [Snap Inc., foundedBy, Bobby Murphy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bobby Murphy Context triple: [Snap Inc., foundedBy, Bobby Murphy]
-
A.
Bobby Morrow
Bobby Morrow was an American sprinter and three-time Olympic gold medalist renowned for dominating the 100m and 200m events in the mid-1950s.
-
B.
Brad Daugherty
Brad Daugherty is a former NBA center best known for his All-Star career with the Cleveland Cavaliers in the late 1980s and early 1990s.
-
C.
Richie Roberts
Richie Roberts is a real-life New Jersey detective and prosecutor best known for his role in bringing down drug lord Frank Lucas, a story dramatized in the film "American Gangster."
-
D.
Bill Vinovich
Bill Vinovich is an American NFL official best known for serving as the head referee in multiple Super Bowls, including Super Bowl XLIX.
-
E.
Terry McAulay
Terry McAulay is a former National Football League official who served as a referee in multiple Super Bowls and later became a rules analyst for television broadcasts.
- 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: Bobby Murphy Triple: [Snap Inc., foundedBy, Bobby Murphy]
Generated description
Bobby Murphy is an American billionaire entrepreneur and software engineer best known as the co-founder and chief technology officer of Snapchat’s parent company, Snap Inc.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bobby Murphy Target entity description: Bobby Murphy is an American billionaire entrepreneur and software engineer best known as the co-founder and chief technology officer of Snapchat’s parent company, Snap Inc.
-
A.
Bobby Morrow
Bobby Morrow was an American sprinter and three-time Olympic gold medalist renowned for dominating the 100m and 200m events in the mid-1950s.
-
B.
Brad Daugherty
Brad Daugherty is a former NBA center best known for his All-Star career with the Cleveland Cavaliers in the late 1980s and early 1990s.
-
C.
Richie Roberts
Richie Roberts is a real-life New Jersey detective and prosecutor best known for his role in bringing down drug lord Frank Lucas, a story dramatized in the film "American Gangster."
-
D.
Bill Vinovich
Bill Vinovich is an American NFL official best known for serving as the head referee in multiple Super Bowls, including Super Bowl XLIX.
-
E.
Terry McAulay
Terry McAulay is a former National Football League official who served as a referee in multiple Super Bowls and later became a rules analyst for television broadcasts.
- 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_69a2e80111fc8190961d5b7c6154123f |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2ecdafa2481908111accc918ff2e8 |
completed | Feb. 28, 2026, 1:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7cf473e48819095390a5904429a9c |
completed | March 4, 2026, 6:20 a.m. |
| NEDg | Description generation | batch_69a7d063fe8c81909a32afaf2798297f |
completed | March 4, 2026, 6:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7d0c6a14c81909d98c648aef4e87b |
completed | March 4, 2026, 6:27 a.m. |
Created at: Feb. 28, 2026, 1:09 p.m.