Triple
T11160720
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Snap Inc. |
E264026
|
entity |
| Predicate | hasCoFounderRole |
P87173
|
FINISHED |
| Object |
Bobby Murphy, CTO
Bobby Murphy is an American software engineer and entrepreneur best known as the co-founder and chief technology officer of Snap Inc., the company behind Snapchat.
|
E909201
|
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, CTO | Statement: [Snap Inc., hasCoFounderRole, Bobby Murphy, CTO]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bobby Murphy, CTO Context triple: [Snap Inc., hasCoFounderRole, Bobby Murphy, CTO]
-
A.
Duo Security CTO
Duo Security CTO is the chief technology leader responsible for overseeing the security platform’s technical vision, architecture, and innovation at Duo Security.
-
B.
Eddy Cue
Eddy Cue is a senior Apple executive best known for overseeing the company’s internet software and services, including iTunes, the App Store, and iCloud.
-
C.
Frank Lanning
Frank Lanning was an American character actor of the silent film era, known for his supporting roles in numerous Westerns and early Hollywood productions.
-
D.
John Cagan
John Cagan is the namesake of Cagan Stadium, likely a significant benefactor or figure associated with the institution that owns the venue.
-
E.
Mark Wohlers
Mark Wohlers is a former Major League Baseball relief pitcher best known as the hard-throwing closer for the Atlanta Braves during the mid-1990s.
- 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, CTO Triple: [Snap Inc., hasCoFounderRole, Bobby Murphy, CTO]
Generated description
Bobby Murphy is an American software engineer and entrepreneur best known as the co-founder and chief technology officer of Snap Inc., the company behind Snapchat.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bobby Murphy, CTO Target entity description: Bobby Murphy is an American software engineer and entrepreneur best known as the co-founder and chief technology officer of Snap Inc., the company behind Snapchat.
-
A.
Duo Security CTO
Duo Security CTO is the chief technology leader responsible for overseeing the security platform’s technical vision, architecture, and innovation at Duo Security.
-
B.
Eddy Cue
Eddy Cue is a senior Apple executive best known for overseeing the company’s internet software and services, including iTunes, the App Store, and iCloud.
-
C.
Frank Lanning
Frank Lanning was an American character actor of the silent film era, known for his supporting roles in numerous Westerns and early Hollywood productions.
-
D.
John Cagan
John Cagan is the namesake of Cagan Stadium, likely a significant benefactor or figure associated with the institution that owns the venue.
-
E.
Mark Wohlers
Mark Wohlers is a former Major League Baseball relief pitcher best known as the hard-throwing closer for the Atlanta Braves during the mid-1990s.
- 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_69d6aa9ccddc8190868998c8b7beb060 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e8817a90819087820d5241c58851 |
completed | April 9, 2026, 5:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4636268d0819088873f2062115506 |
completed | April 19, 2026, 5:08 a.m. |
| NEDg | Description generation | batch_69e46c374ca08190a876ee68dea9b821 |
completed | April 19, 2026, 5:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4747bc02c81908f0782cf85667f3f |
completed | April 19, 2026, 6:21 a.m. |
Created at: April 8, 2026, 9:29 p.m.