Triple
T13314836
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walter E. Heller College of Business |
E317163
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Walter E. Heller
Walter E. Heller was a prominent American financier and businessman known for pioneering commercial finance and factoring services in the mid-20th century.
|
E1032905
|
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: Walter E. Heller | Statement: [Walter E. Heller College of Business, namedAfter, Walter E. Heller]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walter E. Heller Context triple: [Walter E. Heller College of Business, namedAfter, Walter E. Heller]
-
A.
Lloyd Aldrich
Lloyd Aldrich was an American civil engineer best known for serving as Los Angeles City Engineer and for his influential work on the city’s freeway and infrastructure development in the mid-20th century.
-
B.
Wally Feurzeig
Wally Feurzeig was an American computer scientist and educator best known for co-creating the Logo programming language, which pioneered the use of computers in education for children.
-
C.
Wallace Miller
Wallace Miller was a local school district official involved in the landmark U.S. Supreme Court case Wisconsin v. Yoder concerning compulsory education and religious freedom.
-
D.
Elmer Wachtel
Elmer Wachtel was an American landscape painter associated with early 20th-century California Impressionism.
-
E.
Harry Kurnitz
Harry Kurnitz was an American playwright, novelist, and screenwriter known for his witty crime and mystery scripts in mid-20th-century Hollywood.
- 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: Walter E. Heller Triple: [Walter E. Heller College of Business, namedAfter, Walter E. Heller]
Generated description
Walter E. Heller was a prominent American financier and businessman known for pioneering commercial finance and factoring services in the mid-20th century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walter E. Heller Target entity description: Walter E. Heller was a prominent American financier and businessman known for pioneering commercial finance and factoring services in the mid-20th century.
-
A.
Lloyd Aldrich
Lloyd Aldrich was an American civil engineer best known for serving as Los Angeles City Engineer and for his influential work on the city’s freeway and infrastructure development in the mid-20th century.
-
B.
Wally Feurzeig
Wally Feurzeig was an American computer scientist and educator best known for co-creating the Logo programming language, which pioneered the use of computers in education for children.
-
C.
Wallace Miller
Wallace Miller was a local school district official involved in the landmark U.S. Supreme Court case Wisconsin v. Yoder concerning compulsory education and religious freedom.
-
D.
Elmer Wachtel
Elmer Wachtel was an American landscape painter associated with early 20th-century California Impressionism.
-
E.
Harry Kurnitz
Harry Kurnitz was an American playwright, novelist, and screenwriter known for his witty crime and mystery scripts in mid-20th-century Hollywood.
- 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_69d806b4d62c81908d4ced1665414be5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d990f8a86481909ea2942c63037b77 |
completed | April 11, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f716ec2ec08190a6e37795b422fe71 |
completed | May 3, 2026, 9:35 a.m. |
| NEDg | Description generation | batch_69f717d953b48190954b86c41ff34c07 |
completed | May 3, 2026, 9:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f718b994188190b273cc6116919c22 |
completed | May 3, 2026, 9:43 a.m. |
Created at: April 9, 2026, 9:29 p.m.