Triple
T20451123
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Palo Alto Networks |
E501651
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object | Amit K. Singh |
—
|
NE NERFINISHED |
How this triple was built (3 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: Amit K. Singh | Statement: [Palo Alto Networks, foundedBy, Amit K. Singh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amit K. Singh Context triple: [Palo Alto Networks, foundedBy, Amit K. Singh]
-
A.
Sanjay Bhalla
Sanjay Bhalla is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Bhalla.
-
B.
Jainendra K. Jain
Jainendra K. Jain is a theoretical physicist best known for formulating the composite fermion theory that explains the fractional quantum Hall effect.
-
C.
Amit Sahai
Amit Sahai is a prominent computer scientist known for his foundational contributions to cryptography, particularly in obfuscation and secure computation.
-
D.
Neil K. Garg
Neil K. Garg is an American organic chemist and UCLA professor renowned for his innovative work in synthetic methodology and chemistry education.
-
E.
Ravi D. Mehta
Ravi D. Mehta is a film producer known for his work on projects such as the 2017 movie "Unforgettable."
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amit K. Singh Target entity description: Amit K. Singh is a technology entrepreneur best known as a founder of the cybersecurity company Palo Alto Networks.
-
A.
Sanjay Bhalla
Sanjay Bhalla is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Bhalla.
-
B.
Jainendra K. Jain
Jainendra K. Jain is a theoretical physicist best known for formulating the composite fermion theory that explains the fractional quantum Hall effect.
-
C.
Amit Sahai
Amit Sahai is a prominent computer scientist known for his foundational contributions to cryptography, particularly in obfuscation and secure computation.
-
D.
Neil K. Garg
Neil K. Garg is an American organic chemist and UCLA professor renowned for his innovative work in synthetic methodology and chemistry education.
-
E.
Ravi D. Mehta
Ravi D. Mehta is a film producer known for his work on projects such as the 2017 movie "Unforgettable."
- F. None of above. chosen
Provenance (2 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_69e0b4ac0a1c81908845d0f8a56abce8 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e68d0145d881908587b56c52aeea09 |
completed | April 20, 2026, 8:30 p.m. |
Created at: April 16, 2026, 11:32 a.m.