Triple
T23512508
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Doug Ducey |
E572463
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Angela Ducey
Angela Ducey is an American businesswoman and former First Lady of Arizona, known for her philanthropic work and support of children's and community organizations.
|
E1591529
|
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: Angela Ducey | Statement: [Doug Ducey, spouse, Angela Ducey]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Angela Ducey Context triple: [Doug Ducey, spouse, Angela Ducey]
-
A.
Ann McLane Kuster
Ann McLane Kuster is an American Democratic politician and attorney who has represented New Hampshire in the U.S. House of Representatives since 2013.
-
B.
Chellie Pingree
Chellie Pingree is an American Democratic politician and U.S. Representative from Maine known for her work on environmental, agricultural, and campaign finance reform issues.
-
C.
Tamara Diane Miller
Tamara Diane Miller is a member of the extended Disney family, descended from the lineage of Walt Disney’s relatives.
-
D.
Coleen Rowley
Coleen Rowley is a former FBI special agent and whistleblower known for exposing intelligence failures prior to the September 11 attacks.
-
E.
Rochelle Pingree
Rochelle Pingree is an individual whose legal name is formally registered as "Rochelle Pingree."
- 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: Angela Ducey Triple: [Doug Ducey, spouse, Angela Ducey]
Generated description
Angela Ducey is an American businesswoman and former First Lady of Arizona, known for her philanthropic work and support of children's and community organizations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Angela Ducey Target entity description: Angela Ducey is an American businesswoman and former First Lady of Arizona, known for her philanthropic work and support of children's and community organizations.
-
A.
Ann McLane Kuster
Ann McLane Kuster is an American Democratic politician and attorney who has represented New Hampshire in the U.S. House of Representatives since 2013.
-
B.
Chellie Pingree
Chellie Pingree is an American Democratic politician and U.S. Representative from Maine known for her work on environmental, agricultural, and campaign finance reform issues.
-
C.
Tamara Diane Miller
Tamara Diane Miller is a member of the extended Disney family, descended from the lineage of Walt Disney’s relatives.
-
D.
Coleen Rowley
Coleen Rowley is a former FBI special agent and whistleblower known for exposing intelligence failures prior to the September 11 attacks.
-
E.
Rochelle Pingree
Rochelle Pingree is an individual whose legal name is formally registered as "Rochelle Pingree."
- 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_69e245b5e4208190bac8a6509867e394 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1aa7f583881909e78e8fe2e6e25fe |
completed | April 29, 2026, 6:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0cdf46f18c81908dfe27a37d667f18 |
completed | May 19, 2026, 10:08 p.m. |
| NEDg | Description generation | batch_6a0ce1e95ad48190bcf2f07f169b8276 |
completed | May 19, 2026, 10:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ce26bb9bc8190826a14b9c894bfd9 |
completed | May 19, 2026, 10:21 p.m. |
Created at: April 17, 2026, 6:07 p.m.