Triple
T2793671
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cubic Corporation |
E61985
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Walter J. Zable
Walter J. Zable was an American businessman, engineer, and former college football star best known as the longtime CEO and driving force behind the growth of defense and technology firm Cubic Corporation.
|
E527564
|
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 J. Zable | Statement: [Cubic Corporation, foundedBy, Walter J. Zable]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walter J. Zable Context triple: [Cubic Corporation, foundedBy, Walter J. Zable]
-
A.
Philip B. Heymann
Philip B. Heymann was an American legal scholar and former high-ranking U.S. Justice Department official known for his work in criminal law, national security, and public service.
-
B.
Howard E. Tatel
Howard E. Tatel was an American radio astronomer after whom the 85-foot Howard E. Tatel Radio Telescope at the National Radio Astronomy Observatory was named.
-
C.
Alan M. Garber
Alan M. Garber is an American physician-economist and academic leader known for his work in health policy and for serving in top administrative roles at Harvard University.
-
D.
George A. Bermann
George A. Bermann is a prominent American legal scholar and expert in international and comparative law, particularly known for his work in international arbitration.
-
E.
Leonard I. Garth
Leonard I. Garth was a United States federal appellate judge on the Third Circuit, known in part for mentoring future Supreme Court Justice Samuel A. Alito Jr.
- 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 J. Zable Triple: [Cubic Corporation, foundedBy, Walter J. Zable]
Generated description
Walter J. Zable was an American businessman, engineer, and former college football star best known as the longtime CEO and driving force behind the growth of defense and technology firm Cubic Corporation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walter J. Zable Target entity description: Walter J. Zable was an American businessman, engineer, and former college football star best known as the longtime CEO and driving force behind the growth of defense and technology firm Cubic Corporation.
-
A.
Philip B. Heymann
Philip B. Heymann was an American legal scholar and former high-ranking U.S. Justice Department official known for his work in criminal law, national security, and public service.
-
B.
Howard E. Tatel
Howard E. Tatel was an American radio astronomer after whom the 85-foot Howard E. Tatel Radio Telescope at the National Radio Astronomy Observatory was named.
-
C.
Alan M. Garber
Alan M. Garber is an American physician-economist and academic leader known for his work in health policy and for serving in top administrative roles at Harvard University.
-
D.
George A. Bermann
George A. Bermann is a prominent American legal scholar and expert in international and comparative law, particularly known for his work in international arbitration.
-
E.
Leonard I. Garth
Leonard I. Garth was a United States federal appellate judge on the Third Circuit, known in part for mentoring future Supreme Court Justice Samuel A. Alito Jr.
- 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_69ab4b7f51d881908768300ebd2fbdae |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abddd33610819085ac7c5bec0e6af0 |
completed | March 7, 2026, 8:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bff2a7e5b081909d3d64fc62c48eb3 |
completed | March 22, 2026, 1:46 p.m. |
| NEDg | Description generation | batch_69bff357b39c8190824415483c4ec843 |
completed | March 22, 2026, 1:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bff3ad10b88190b9ef4fff5642ecc4 |
completed | March 22, 2026, 1:50 p.m. |
Created at: March 6, 2026, 9:58 p.m.