Triple
T10000034
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paul Ekman |
E197300
|
entity |
| Predicate | coDevelopedWith |
P6901
|
FINISHED |
| Object |
Wallace V. Friesen
Wallace V. Friesen was a psychologist best known for co-developing, with Paul Ekman, influential systems for measuring and analyzing human facial expressions of emotion.
|
E861219
|
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: Wallace V. Friesen | Statement: [Paul Ekman, coDevelopedWith, Wallace V. Friesen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wallace V. Friesen Context triple: [Paul Ekman, coDevelopedWith, Wallace V. Friesen]
-
A.
Arthur D. Steinbach
Arthur D. Steinbach was an American entrepreneur best known for creating Atlantic City’s iconic Steel Pier amusement and entertainment venue.
-
B.
John F. Hartwig
John F. Hartwig is an American chemist renowned for pioneering work in organometallic chemistry and catalytic reactions, particularly in C–H activation and cross-coupling.
-
C.
Culbert Olson
Culbert Olson was a Democratic politician who served as the 29th governor of California from 1939 to 1943 and was known for his progressive and secular views.
-
D.
William T. Vetterling
William T. Vetterling is a computer scientist and software developer best known as a co-author of the influential scientific computing book "Numerical Recipes."
-
E.
Harry W. Gerstad
Harry W. Gerstad was an American film editor best known for his Academy Award-winning work on classic films such as "High Noon" and "Champion."
- 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: Wallace V. Friesen Triple: [Paul Ekman, coDevelopedWith, Wallace V. Friesen]
Generated description
Wallace V. Friesen was a psychologist best known for co-developing, with Paul Ekman, influential systems for measuring and analyzing human facial expressions of emotion.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wallace V. Friesen Target entity description: Wallace V. Friesen was a psychologist best known for co-developing, with Paul Ekman, influential systems for measuring and analyzing human facial expressions of emotion.
-
A.
Arthur D. Steinbach
Arthur D. Steinbach was an American entrepreneur best known for creating Atlantic City’s iconic Steel Pier amusement and entertainment venue.
-
B.
John F. Hartwig
John F. Hartwig is an American chemist renowned for pioneering work in organometallic chemistry and catalytic reactions, particularly in C–H activation and cross-coupling.
-
C.
Culbert Olson
Culbert Olson was a Democratic politician who served as the 29th governor of California from 1939 to 1943 and was known for his progressive and secular views.
-
D.
William T. Vetterling
William T. Vetterling is a computer scientist and software developer best known as a co-author of the influential scientific computing book "Numerical Recipes."
-
E.
Harry W. Gerstad
Harry W. Gerstad was an American film editor best known for his Academy Award-winning work on classic films such as "High Noon" and "Champion."
- 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_69ca82f3b61c81908ecc2c1c96dbc2e4 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdcc8dc9c081909b6d20909ada09cf |
completed | April 2, 2026, 1:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7fb12ac9c819087a182c12653792c |
completed | April 9, 2026, 7:16 p.m. |
| NEDg | Description generation | batch_69d822d303888190aa556287b3b1cc03 |
completed | April 9, 2026, 10:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d859b05a3881908c97cb173d160e44 |
completed | April 10, 2026, 2 a.m. |
Created at: March 30, 2026, 8:51 p.m.