Triple
T15910537
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Graham Holdings Company |
E385835
|
entity |
| Predicate | keyPerson |
P256
|
FINISHED |
| Object |
Timothy J. O’Shaughnessy
Timothy J. O’Shaughnessy is an American business executive best known as the president and CEO of Graham Holdings Company and co-founder and former CEO of the social discovery platform LivingSocial.
|
E1183777
|
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 | Statement: [Graham Holdings Company, keyPerson, Timothy J. O’Shaughnessy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Timothy J. O’Shaughnessy Context triple: [Graham Holdings Company, keyPerson, Timothy J. O’Shaughnessy]
-
A.
Bob Feerick
Bob Feerick was an early professional basketball star and player-coach in the Basketball Association of America (a precursor to the NBA), known for his scoring and leadership in the late 1940s.
-
B.
Timothy J. Geraghty
Timothy J. Geraghty is a retired U.S. Marine Corps general best known for commanding American forces during the Multinational Force in Lebanon deployment in the early 1980s.
-
C.
Jonathan T. Taplin
Jonathan T. Taplin is an American film producer, media scholar, and author known for his work with director Martin Scorsese and his critiques of the digital economy.
-
D.
Jeffrey L. Kimball
Jeffrey L. Kimball is an American cinematographer known for his work on high-profile action films, including "The Expendables" and several collaborations with director Tony Scott.
-
E.
Mario J. Gabelli
Mario J. Gabelli is an American billionaire investor, mutual fund manager, and philanthropist known for founding the investment firm GAMCO Investors and for his major contributions to business education.
- 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 Triple: [Graham Holdings Company, keyPerson, Timothy J. O’Shaughnessy]
Generated description
Timothy J. O’Shaughnessy is an American business executive best known as the president and CEO of Graham Holdings Company and co-founder and former CEO of the social discovery platform LivingSocial.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Timothy J. O’Shaughnessy Target entity description: Timothy J. O’Shaughnessy is an American business executive best known as the president and CEO of Graham Holdings Company and co-founder and former CEO of the social discovery platform LivingSocial.
-
A.
Bob Feerick
Bob Feerick was an early professional basketball star and player-coach in the Basketball Association of America (a precursor to the NBA), known for his scoring and leadership in the late 1940s.
-
B.
Timothy J. Geraghty
Timothy J. Geraghty is a retired U.S. Marine Corps general best known for commanding American forces during the Multinational Force in Lebanon deployment in the early 1980s.
-
C.
Jonathan T. Taplin
Jonathan T. Taplin is an American film producer, media scholar, and author known for his work with director Martin Scorsese and his critiques of the digital economy.
-
D.
Jeffrey L. Kimball
Jeffrey L. Kimball is an American cinematographer known for his work on high-profile action films, including "The Expendables" and several collaborations with director Tony Scott.
-
E.
Mario J. Gabelli
Mario J. Gabelli is an American billionaire investor, mutual fund manager, and philanthropist known for founding the investment firm GAMCO Investors and for his major contributions to business education.
- 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.