Triple
T15910538
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Graham Holdings Company |
E385835
|
entity |
| Predicate | positionHeld |
P8
|
FINISHED |
| Object |
Timothy J. O’Shaughnessy – President and CEO
Timothy J. O’Shaughnessy is an American business executive best known for leading Graham Holdings Company as its president and chief executive officer and previously co-founding and running the deals website LivingSocial.
|
E1183778
|
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: Timothy J. O’Shaughnessy – President and CEO | Statement: [Graham Holdings Company, positionHeld, Timothy J. O’Shaughnessy – President and CEO]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Timothy J. O’Shaughnessy – President and CEO Context triple: [Graham Holdings Company, positionHeld, Timothy J. O’Shaughnessy – President and CEO]
-
A.
Greg Maffei, President and CEO
Greg Maffei is an American business executive known for leading Liberty Media and overseeing its diverse portfolio of media, communications, and entertainment companies.
-
B.
Timothy P. Boyle – Chief Executive Officer
Timothy P. Boyle is the longtime CEO of Columbia Sportswear, known for leading the outdoor apparel company’s growth into a major global brand.
-
C.
Josh Bayliss – Chief Executive Officer
Josh Bayliss is a British business executive best known as the long-serving Chief Executive Officer of Richard Branson’s Virgin Group, overseeing its global portfolio of companies and investments.
-
D.
Robert H. Kurnick Jr., President
Robert H. Kurnick Jr. is a senior American business executive best known for his leadership role at Penske Automotive Group, a major international transportation services company.
-
E.
David L. Gitlin – Chief Executive Officer
David L. Gitlin is an American business executive who serves as the chief executive officer of Carrier Global Corporation, a leading provider of heating, ventilation, air conditioning, and refrigeration solutions.
- 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: Timothy J. O’Shaughnessy – President and CEO Triple: [Graham Holdings Company, positionHeld, Timothy J. O’Shaughnessy – President and CEO]
Generated description
Timothy J. O’Shaughnessy is an American business executive best known for leading Graham Holdings Company as its president and chief executive officer and previously co-founding and running the deals website LivingSocial.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Timothy J. O’Shaughnessy – President and CEO Target entity description: Timothy J. O’Shaughnessy is an American business executive best known for leading Graham Holdings Company as its president and chief executive officer and previously co-founding and running the deals website LivingSocial.
-
A.
Greg Maffei, President and CEO
Greg Maffei is an American business executive known for leading Liberty Media and overseeing its diverse portfolio of media, communications, and entertainment companies.
-
B.
Timothy P. Boyle – Chief Executive Officer
Timothy P. Boyle is the longtime CEO of Columbia Sportswear, known for leading the outdoor apparel company’s growth into a major global brand.
-
C.
Josh Bayliss – Chief Executive Officer
Josh Bayliss is a British business executive best known as the long-serving Chief Executive Officer of Richard Branson’s Virgin Group, overseeing its global portfolio of companies and investments.
-
D.
Robert H. Kurnick Jr., President
Robert H. Kurnick Jr. is a senior American business executive best known for his leadership role at Penske Automotive Group, a major international transportation services company.
-
E.
David L. Gitlin – Chief Executive Officer
David L. Gitlin is an American business executive who serves as the chief executive officer of Carrier Global Corporation, a leading provider of heating, ventilation, air conditioning, and refrigeration solutions.
- 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_69d86da686e4819097cbf3b1fc2d881d |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1565ea7a8819097efffda366b5245 |
completed | April 16, 2026, 9:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb05750ac81908860143f4ca26cc7 |
completed | May 9, 2026, 10:08 p.m. |
| NEDg | Description generation | batch_69ffb110a5b88190904f763057e8eb1e |
completed | May 9, 2026, 10:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffb1a5e9b88190b790c81b9500c2ac |
completed | May 9, 2026, 10:13 p.m. |
Created at: April 10, 2026, 4:52 a.m.