Triple
T13464813
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Helfrich |
E311467
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Karl Helfrich
Karl Helfrich is an American physical oceanographer known for his research on geophysical fluid dynamics and coastal and polar ocean processes.
|
E1065994
|
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: Karl Helfrich | Statement: [Helfrich, hasNotableBearer, Karl Helfrich]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karl Helfrich Context triple: [Helfrich, hasNotableBearer, Karl Helfrich]
-
A.
Michael W. Frerichs
Michael W. Frerichs is an American Democratic politician who serves as the elected State Treasurer of Illinois, overseeing the state’s investment and financial programs.
-
B.
John Hufnagel
John Hufnagel is a prominent Canadian Football League coach and executive best known for leading the Calgary Stampeders to multiple Grey Cup championships.
-
C.
John D. Voelker
John D. Voelker was an American author and Michigan Supreme Court justice best known for his novel "Anatomy of a Murder," written under the pen name Robert Traver.
-
D.
Stephen Gerlach
Stephen Gerlach is an Australian lawyer and company director who has served in prominent leadership roles in business and higher education, including as chancellor of Monash University.
-
E.
John Eisendrath
John Eisendrath is a television writer and producer best known for his work on series such as "The Blacklist" and "Alias."
- 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: Karl Helfrich Triple: [Helfrich, hasNotableBearer, Karl Helfrich]
Generated description
Karl Helfrich is an American physical oceanographer known for his research on geophysical fluid dynamics and coastal and polar ocean processes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karl Helfrich Target entity description: Karl Helfrich is an American physical oceanographer known for his research on geophysical fluid dynamics and coastal and polar ocean processes.
-
A.
Michael W. Frerichs
Michael W. Frerichs is an American Democratic politician who serves as the elected State Treasurer of Illinois, overseeing the state’s investment and financial programs.
-
B.
John Hufnagel
John Hufnagel is a prominent Canadian Football League coach and executive best known for leading the Calgary Stampeders to multiple Grey Cup championships.
-
C.
John D. Voelker
John D. Voelker was an American author and Michigan Supreme Court justice best known for his novel "Anatomy of a Murder," written under the pen name Robert Traver.
-
D.
Stephen Gerlach
Stephen Gerlach is an Australian lawyer and company director who has served in prominent leadership roles in business and higher education, including as chancellor of Monash University.
-
E.
John Eisendrath
John Eisendrath is a television writer and producer best known for his work on series such as "The Blacklist" and "Alias."
- 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_69d806a938b8819097ec43a2229fc7f9 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaf0f1830819085700b4521e44678 |
completed | April 12, 2026, 2:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c0d591648190beb4430c6b199eb8 |
completed | May 3, 2026, 9:40 p.m. |
| NEDg | Description generation | batch_69f7c1e73fb481909f89ab3c0e9fb7d0 |
completed | May 3, 2026, 9:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7c3396f7c8190987079bf24ac8695 |
completed | May 3, 2026, 9:50 p.m. |
Created at: April 9, 2026, 9:41 p.m.