Triple

T20451111

Position	Surface form	Disambiguated ID	Type / Status
Subject	Palo Alto Networks	`E501651`	entity
Predicate	foundedBy	`P104`	FINISHED
Object	Fengmin Gong	`—`	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: Fengmin Gong | Statement: [Palo Alto Networks, foundedBy, Fengmin Gong]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Fengmin Gong
Context triple: [Palo Alto Networks, foundedBy, Fengmin Gong]

A. Fenggang Yang
Fenggang Yang is a prominent Chinese-American sociologist known for his influential research on religion and religious change in contemporary China.
B. Geling Yan
Geling Yan is a Chinese-American novelist and screenwriter known for her emotionally powerful works that often explore the human impact of war, political upheaval, and social change in modern Chinese history.
C. Gong Liu
Gong Liu was an early Zhou dynasty leader credited with consolidating and expanding the Zhou clan, laying foundations for the later rise of the Zhou state in ancient China.
D. Yiping Gan
Yiping Gan is a regional variety of Gan Chinese, a Sinitic language spoken primarily in Jiangxi province and surrounding areas.
E. Yiliang Peng
Yiliang Peng, better known as Doublelift, is a retired professional League of Legends AD carry from North America renowned for his multiple LCS titles and status as one of the region’s greatest players.
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: Fengmin Gong
Target entity description: Fengmin Gong is a technology entrepreneur and cybersecurity expert best known as a co-founder of the network security company Palo Alto Networks.

A. Fenggang Yang
Fenggang Yang is a prominent Chinese-American sociologist known for his influential research on religion and religious change in contemporary China.
B. Geling Yan
Geling Yan is a Chinese-American novelist and screenwriter known for her emotionally powerful works that often explore the human impact of war, political upheaval, and social change in modern Chinese history.
C. Gong Liu
Gong Liu was an early Zhou dynasty leader credited with consolidating and expanding the Zhou clan, laying foundations for the later rise of the Zhou state in ancient China.
D. Yiping Gan
Yiping Gan is a regional variety of Gan Chinese, a Sinitic language spoken primarily in Jiangxi province and surrounding areas.
E. Yiliang Peng
Yiliang Peng, better known as Doublelift, is a retired professional League of Legends AD carry from North America renowned for his multiple LCS titles and status as one of the region’s greatest players.
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.