Triple
T3820236
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mars (TV series) |
E84352
|
entity |
| Predicate | mainCastMember |
P5563
|
FINISHED |
| Object |
Jeff Hephner
Jeff Hephner is an American actor known for his roles in television series such as "Mars," "Chicago Fire," and "Boss."
|
E391834
|
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: Jeff Hephner | Statement: [Mars (TV series), mainCastMember, Jeff Hephner]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jeff Hephner Context triple: [Mars (TV series), mainCastMember, Jeff Hephner]
-
A.
Roy M. Huffington
Roy M. Huffington was an American oilman, founder of Huffco, and former U.S. Ambassador to Austria.
-
B.
Jeff Weiner
Jeff Weiner is an American business executive best known for serving as the longtime CEO of LinkedIn, where he oversaw the company’s rapid growth and acquisition by Microsoft.
-
C.
Randy Page
Randy Page is a public figure whose name is notably associated with the surname Page, though specific widely recognized biographical details about him are limited.
-
D.
Edward Zuckerberg
Edward Zuckerberg is an American dentist and technology enthusiast best known as the father of Facebook co-founder Mark Zuckerberg.
-
E.
Alexis Ohanian
Alexis Ohanian is an American internet entrepreneur and investor best known as the co-founder of the social news and discussion platform Reddit.
- 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: Jeff Hephner Triple: [Mars (TV series), mainCastMember, Jeff Hephner]
Generated description
Jeff Hephner is an American actor known for his roles in television series such as "Mars," "Chicago Fire," and "Boss."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jeff Hephner Target entity description: Jeff Hephner is an American actor known for his roles in television series such as "Mars," "Chicago Fire," and "Boss."
-
A.
Roy M. Huffington
Roy M. Huffington was an American oilman, founder of Huffco, and former U.S. Ambassador to Austria.
-
B.
Jeff Weiner
Jeff Weiner is an American business executive best known for serving as the longtime CEO of LinkedIn, where he oversaw the company’s rapid growth and acquisition by Microsoft.
-
C.
Randy Page
Randy Page is a public figure whose name is notably associated with the surname Page, though specific widely recognized biographical details about him are limited.
-
D.
Edward Zuckerberg
Edward Zuckerberg is an American dentist and technology enthusiast best known as the father of Facebook co-founder Mark Zuckerberg.
-
E.
Alexis Ohanian
Alexis Ohanian is an American internet entrepreneur and investor best known as the co-founder of the social news and discussion platform Reddit.
- 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_69aed931f5908190be2c07af66d4df25 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeea61a63c819086e16b89d2ea2157 |
completed | March 9, 2026, 3:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4fb4998248190b4174dd80a8e790c |
completed | March 14, 2026, 6:08 a.m. |
| NEDg | Description generation | batch_69b4ffcf7e24819098cf2e46b92bed4a |
completed | March 14, 2026, 6:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b500596e308190a31e44c24de3f31d |
completed | March 14, 2026, 6:29 a.m. |
Created at: March 9, 2026, 3:17 p.m.