Triple
T2090924
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Martin O'Malley |
E32666
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Katie O'Malley
Katie O'Malley is an American jurist and former Maryland District Court judge who served as First Lady of Maryland during Martin O'Malley's governorship.
|
E244352
|
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: Katie O'Malley | Statement: [Martin O'Malley, spouse, Katie O'Malley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Katie O'Malley Context triple: [Martin O'Malley, spouse, Katie O'Malley]
-
A.
Bridget Moynahan
Bridget Moynahan is an American actress and model best known for her roles in films like "Coyote Ugly" and "I, Robot" and the TV series "Blue Bloods."
-
B.
Brooke Lierman
Brooke Lierman is an American politician and attorney who serves as Maryland’s statewide elected comptroller, overseeing the state’s fiscal operations and tax collection.
-
C.
Shannon McGahn
Shannon McGahn is an American attorney and government affairs professional known for her senior roles in Republican politics and on Capitol Hill, including serving as the first female chief lobbyist for the National Association of Realtors.
-
D.
Kacy Hill
Kacy Hill is an American singer-songwriter and model known for her ethereal pop and R&B-influenced music and for being one of the early artists signed to Kanye West’s GOOD Music label.
-
E.
Jane Hanson
Jane Hanson is a British academic leader who serves as the ceremonial head (Chancellor) of the University of Leeds.
- 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: Katie O'Malley Triple: [Martin O'Malley, spouse, Katie O'Malley]
Generated description
Katie O'Malley is an American jurist and former Maryland District Court judge who served as First Lady of Maryland during Martin O'Malley's governorship.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Katie O'Malley Target entity description: Katie O'Malley is an American jurist and former Maryland District Court judge who served as First Lady of Maryland during Martin O'Malley's governorship.
-
A.
Bridget Moynahan
Bridget Moynahan is an American actress and model best known for her roles in films like "Coyote Ugly" and "I, Robot" and the TV series "Blue Bloods."
-
B.
Brooke Lierman
Brooke Lierman is an American politician and attorney who serves as Maryland’s statewide elected comptroller, overseeing the state’s fiscal operations and tax collection.
-
C.
Shannon McGahn
Shannon McGahn is an American attorney and government affairs professional known for her senior roles in Republican politics and on Capitol Hill, including serving as the first female chief lobbyist for the National Association of Realtors.
-
D.
Kacy Hill
Kacy Hill is an American singer-songwriter and model known for her ethereal pop and R&B-influenced music and for being one of the early artists signed to Kanye West’s GOOD Music label.
-
E.
Jane Hanson
Jane Hanson is a British academic leader who serves as the ceremonial head (Chancellor) of the University of Leeds.
- 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_69a885eba0708190999696a45cbec816 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abba7443448190a2642769d0b5fb93 |
completed | March 7, 2026, 5:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae652ce3108190999ce10fe915aba1 |
completed | March 9, 2026, 6:14 a.m. |
| NEDg | Description generation | batch_69ae6608d3ac8190923cd6a6ce7c4c89 |
completed | March 9, 2026, 6:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae66a751f881908fda164de72dac9b |
completed | March 9, 2026, 6:20 a.m. |
Created at: March 4, 2026, 7:43 p.m.