Triple
T18226672
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thomas Secunda |
E436438
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Cynthia Secunda
Cynthia Secunda is known as the wife of billionaire Bloomberg co-founder Thomas Secunda and is associated with his extensive philanthropic activities.
|
E1360086
|
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: Cynthia Secunda | Statement: [Thomas Secunda, spouse, Cynthia Secunda]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cynthia Secunda Context triple: [Thomas Secunda, spouse, Cynthia Secunda]
-
A.
Cynthia Barboza
Cynthia Barboza is an American volleyball player and former Stanford University standout who competed for the U.S. national team.
-
B.
Saundra Santiago
Saundra Santiago is an American actress best known for her role as Detective Gina Calabrese on the 1980s television crime drama "Miami Vice."
-
C.
Cynthia Blaise
Cynthia Blaise is an American dialect coach and actress known for her work on films such as "Bad Teacher" and "The Tiger Hunter."
-
D.
Sharlene Hector
Sharlene Hector is a British soul and R&B singer best known as a longtime vocalist for the acid jazz band The Brand New Heavies and for her extensive work as a backing and session singer.
-
E.
Cynthia Solomon
Cynthia Solomon is a pioneering computer scientist and educator best known for her foundational work in the development of educational programming languages for children, including co-creating Logo.
- 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: Cynthia Secunda Triple: [Thomas Secunda, spouse, Cynthia Secunda]
Generated description
Cynthia Secunda is known as the wife of billionaire Bloomberg co-founder Thomas Secunda and is associated with his extensive philanthropic activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cynthia Secunda Target entity description: Cynthia Secunda is known as the wife of billionaire Bloomberg co-founder Thomas Secunda and is associated with his extensive philanthropic activities.
-
A.
Cynthia Barboza
Cynthia Barboza is an American volleyball player and former Stanford University standout who competed for the U.S. national team.
-
B.
Saundra Santiago
Saundra Santiago is an American actress best known for her role as Detective Gina Calabrese on the 1980s television crime drama "Miami Vice."
-
C.
Cynthia Blaise
Cynthia Blaise is an American dialect coach and actress known for her work on films such as "Bad Teacher" and "The Tiger Hunter."
-
D.
Sharlene Hector
Sharlene Hector is a British soul and R&B singer best known as a longtime vocalist for the acid jazz band The Brand New Heavies and for her extensive work as a backing and session singer.
-
E.
Cynthia Solomon
Cynthia Solomon is a pioneering computer scientist and educator best known for her foundational work in the development of educational programming languages for children, including co-creating Logo.
- 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_69d8b9103a8081908bbb0836fef10efd |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4f4aff8748190be5e732f9dbc8dff |
completed | April 19, 2026, 3:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05e6528cf08190a304eebf76d8b79b |
completed | May 14, 2026, 3:12 p.m. |
| NEDg | Description generation | batch_6a05e96742c8819086680fb949f8f1bc |
completed | May 14, 2026, 3:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05ea69dea48190b97663a859645200 |
completed | May 14, 2026, 3:29 p.m. |
Created at: April 10, 2026, 10:32 a.m.