Triple
T20451150
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Palo Alto Networks |
E501651
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object | Amit K. Singh (global professional) |
—
|
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 (global professional) | Statement: [Palo Alto Networks, foundedBy, Amit K. Singh (global professional)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amit K. Singh (global professional) Context triple: [Palo Alto Networks, foundedBy, Amit K. Singh (global professional)]
-
A.
Amit Sahai
Amit Sahai is a prominent computer scientist known for his foundational contributions to cryptography, particularly in obfuscation and secure computation.
-
B.
Amit Mishra
Amit Mishra is an Indian leg-spin bowler renowned for his successful Indian Premier League career and multiple hat-tricks in the tournament.
-
C.
Amit Paul
Amit Paul is a Swedish singer best known as one of the vocalists of the pop group A-Teens, which rose to fame in the late 1990s with ABBA covers and original teen pop hits.
-
D.
Prashant Mehrotra
Prashant Mehrotra is a senior investment executive and partner at Clearlake Capital, a prominent private equity and alternative investment firm.
-
E.
Amit Kumar
Amit Kumar is an Indian playback singer and actor, best known as the son of legendary singer Kishore Kumar and for his work in Hindi cinema music.
- 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 (global professional) Target entity description: Amit K. Singh is a global technology executive and entrepreneur best known as a co-founder of the cybersecurity company Palo Alto Networks.
-
A.
Amit Sahai
Amit Sahai is a prominent computer scientist known for his foundational contributions to cryptography, particularly in obfuscation and secure computation.
-
B.
Amit Mishra
Amit Mishra is an Indian leg-spin bowler renowned for his successful Indian Premier League career and multiple hat-tricks in the tournament.
-
C.
Amit Paul
Amit Paul is a Swedish singer best known as one of the vocalists of the pop group A-Teens, which rose to fame in the late 1990s with ABBA covers and original teen pop hits.
-
D.
Prashant Mehrotra
Prashant Mehrotra is a senior investment executive and partner at Clearlake Capital, a prominent private equity and alternative investment firm.
-
E.
Amit Kumar
Amit Kumar is an Indian playback singer and actor, best known as the son of legendary singer Kishore Kumar and for his work in Hindi cinema music.
- 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_69e68d0296ac819081e74c67d3cc6349 |
completed | April 20, 2026, 8:30 p.m. |
Created at: April 16, 2026, 11:32 a.m.