Triple
T20451129
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Palo Alto Networks |
E501651
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Amit K. Singh (global executive)
Amit K. Singh is a global technology executive best known as the founding leader behind the cybersecurity company Palo Alto Networks.
|
E1430948
|
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: Amit K. Singh (global executive) | Statement: [Palo Alto Networks, foundedBy, Amit K. Singh (global executive)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amit K. Singh (global executive) Context triple: [Palo Alto Networks, foundedBy, Amit K. Singh (global executive)]
-
A.
Sanjay Singhania
Sanjay Singhania is the amnesiac protagonist of the Indian film "Ghajini," known for using tattoos and photographs to track down his fiancée’s killer.
-
B.
Amit Sahai
Amit Sahai is a prominent computer scientist known for his foundational contributions to cryptography, particularly in obfuscation and secure computation.
-
C.
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.
-
D.
Sanjay Jain
Sanjay Jain is an economist recognized for his academic contributions and scholarship associated with the Delhi School of Economics.
-
E.
Madhur Mittal
Madhur Mittal is an Indian actor best known for his role as Salim Malik in the Academy Award–winning film "Slumdog Millionaire."
- 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: Amit K. Singh (global executive) Triple: [Palo Alto Networks, foundedBy, Amit K. Singh (global executive)]
Generated description
Amit K. Singh is a global technology executive best known as the founding leader behind the cybersecurity company Palo Alto Networks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amit K. Singh (global executive) Target entity description: Amit K. Singh is a global technology executive best known as the founding leader behind the cybersecurity company Palo Alto Networks.
-
A.
Sanjay Singhania
Sanjay Singhania is the amnesiac protagonist of the Indian film "Ghajini," known for using tattoos and photographs to track down his fiancée’s killer.
-
B.
Amit Sahai
Amit Sahai is a prominent computer scientist known for his foundational contributions to cryptography, particularly in obfuscation and secure computation.
-
C.
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.
-
D.
Sanjay Jain
Sanjay Jain is an economist recognized for his academic contributions and scholarship associated with the Delhi School of Economics.
-
E.
Madhur Mittal
Madhur Mittal is an Indian actor best known for his role as Salim Malik in the Academy Award–winning film "Slumdog Millionaire."
- 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_69e0b4ac0a1c81908845d0f8a56abce8 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e68d0145d881908587b56c52aeea09 |
completed | April 20, 2026, 8:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08840acbb881909f91f98b5ef793db |
completed | May 16, 2026, 2:49 p.m. |
| NEDg | Description generation | batch_6a0884e34df48190bdd70c346899e9cf |
completed | May 16, 2026, 2:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0885b207788190b37d0e78277c9dda |
completed | May 16, 2026, 2:56 p.m. |
Created at: April 16, 2026, 11:32 a.m.