Triple
T1321410
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Safra Catz |
E28225
|
entity |
| Predicate | coChiefExecutiveOfficerWith |
P2568
|
FINISHED |
| Object |
Mark Hurd (former)
Mark Hurd was an American technology executive best known for serving as CEO of Hewlett-Packard and later as co-CEO of Oracle Corporation.
|
E151233
|
NE FINISHED |
How this triple was built (5 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: Mark Hurd (former) | Statement: [Safra Catz, coChiefExecutiveOfficerWith, Mark Hurd (former)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mark Hurd (former) Context triple: [Safra Catz, coChiefExecutiveOfficerWith, Mark Hurd (former)]
-
A.
Pat Gelsinger
Pat Gelsinger is an American engineer and technology executive who serves as the CEO of Intel and is known for leading the company’s strategic and manufacturing turnaround efforts.
-
B.
Tim Cook
Tim Cook is an American business executive best known for leading Apple Inc. as its chief executive, overseeing the company’s expansion in hardware, software, and services after the era of Steve Jobs.
-
C.
John Sculley
John Sculley is an American businessman best known for serving as Apple’s CEO in the 1980s after being recruited from PepsiCo, during which time he both helped expand the company and clashed with Steve Jobs.
-
D.
Andrew S. Grove
Andrew S. Grove was a Hungarian-American engineer, businessman, and longtime Intel CEO who played a pivotal role in shaping the modern semiconductor industry and personal computing.
-
E.
Jeff Immelt
Jeff Immelt is an American business executive best known for serving as the CEO and chairman of General Electric from 2001 to 2017.
- 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: Mark Hurd (former) Triple: [Safra Catz, coChiefExecutiveOfficerWith, Mark Hurd (former)]
Generated description
Mark Hurd was an American technology executive best known for serving as CEO of Hewlett-Packard and later as co-CEO of Oracle Corporation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mark Hurd (former) Target entity description: Mark Hurd was an American technology executive best known for serving as CEO of Hewlett-Packard and later as co-CEO of Oracle Corporation.
-
A.
Pat Gelsinger
Pat Gelsinger is an American engineer and technology executive who serves as the CEO of Intel and is known for leading the company’s strategic and manufacturing turnaround efforts.
-
B.
Tim Cook
Tim Cook is an American business executive best known for leading Apple Inc. as its chief executive, overseeing the company’s expansion in hardware, software, and services after the era of Steve Jobs.
-
C.
John Sculley
John Sculley is an American businessman best known for serving as Apple’s CEO in the 1980s after being recruited from PepsiCo, during which time he both helped expand the company and clashed with Steve Jobs.
-
D.
Andrew S. Grove
Andrew S. Grove was a Hungarian-American engineer, businessman, and longtime Intel CEO who played a pivotal role in shaping the modern semiconductor industry and personal computing.
-
E.
Jeff Immelt
Jeff Immelt is an American business executive best known for serving as the CEO and chairman of General Electric from 2001 to 2017.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: coChiefExecutiveOfficerWith Context triple: [Safra Catz, coChiefExecutiveOfficerWith, Mark Hurd (former)]
-
A.
chiefFinancialOfficerOf
Indicates that one entity holds the position of chief financial officer (CFO) within the organization represented by the other entity.
-
B.
hasChiefExecutiveRole
chosen
Indicates that an entity holds the highest executive leadership position and overall managerial authority within an organization.
-
C.
officeHolderOf
Indicates that a person holds or has held an official position or role within a specified organization, institution, or office.
-
D.
firstOfficeHolder
Indicates that the subject is the very first individual to hold a particular office or position associated with the object.
-
E.
isHeadOf
Indicates that one entity holds the leading or principal authority position over another entity, such as an organization, group, or department.
- F. None of above.
Provenance (6 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_69a498540a2481909e807a762280d3ba |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c19932888190a3d45871e84f112e |
completed | March 1, 2026, 10:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acbf2b8d988190b0d84e886629ed05 |
completed | March 8, 2026, 12:13 a.m. |
| NEDg | Description generation | batch_69acbfae49d88190988ba80e24e8cc62 |
completed | March 8, 2026, 12:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc08672908190b8f411d1378a890a |
completed | March 8, 2026, 12:19 a.m. |
| PD | Predicate disambiguation | batch_69a4beedb49c8190beb5b85cdda05013 |
completed | March 1, 2026, 10:34 p.m. |
Created at: March 1, 2026, 7:55 p.m.