Triple
T13464828
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Helfrich |
E311467
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Theo Helfrich
Theo Helfrich was a German racing driver active in the 1950s, known for competing in Formula One and sports car events.
|
E1067819
|
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: Theo Helfrich | Statement: [Helfrich, hasNotableBearer, Theo Helfrich]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Theo Helfrich Context triple: [Helfrich, hasNotableBearer, Theo Helfrich]
-
A.
Karl Helfrich
Karl Helfrich is an American physical oceanographer known for his research on geophysical fluid dynamics and coastal and polar ocean processes.
-
B.
Conrad Emil Lambert Helfrich
Conrad Emil Lambert Helfrich was a Dutch admiral who played a key role in Allied naval operations in the Pacific during World War II and represented the Netherlands at the signing of the Japanese Instrument of Surrender.
-
C.
Michael Ehrlich
Michael Ehrlich is a relatively obscure individual whose primary public mention appears to be as a namesake associated with the surname Ehrlich.
-
D.
John Eisendrath
John Eisendrath is a television writer and producer best known for his work on series such as "The Blacklist" and "Alias."
-
E.
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.
- 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: Theo Helfrich Triple: [Helfrich, hasNotableBearer, Theo Helfrich]
Generated description
Theo Helfrich was a German racing driver active in the 1950s, known for competing in Formula One and sports car events.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Theo Helfrich Target entity description: Theo Helfrich was a German racing driver active in the 1950s, known for competing in Formula One and sports car events.
-
A.
Karl Helfrich
Karl Helfrich is an American physical oceanographer known for his research on geophysical fluid dynamics and coastal and polar ocean processes.
-
B.
Conrad Emil Lambert Helfrich
Conrad Emil Lambert Helfrich was a Dutch admiral who played a key role in Allied naval operations in the Pacific during World War II and represented the Netherlands at the signing of the Japanese Instrument of Surrender.
-
C.
Michael Ehrlich
Michael Ehrlich is a relatively obscure individual whose primary public mention appears to be as a namesake associated with the surname Ehrlich.
-
D.
John Eisendrath
John Eisendrath is a television writer and producer best known for his work on series such as "The Blacklist" and "Alias."
-
E.
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.
- 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_69f7c6f78e088190a2d241042cfe615f |
completed | May 3, 2026, 10:06 p.m. |
| NEDg | Description generation | batch_69f7c868bdfc8190a13379363d01568d |
completed | May 3, 2026, 10:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7c976e96c8190b59f46d9b758e8e2 |
completed | May 3, 2026, 10:17 p.m. |
Created at: April 9, 2026, 9:41 p.m.