Triple
T23325591
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Florida's 14th congressional district |
E591280
|
entity |
| Predicate | hasRepresentative |
P192
|
FINISHED |
| Object |
Kathy Castor
Kathy Castor is an American Democratic politician serving as a U.S. Representative from Florida.
|
E1580583
|
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: Kathy Castor | Statement: [Florida's 14th congressional district, hasRepresentative, Kathy Castor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kathy Castor Context triple: [Florida's 14th congressional district, hasRepresentative, Kathy Castor]
-
A.
Valerie Mahaffey
Valerie Mahaffey is an American actress known for her work in television and film, including an Emmy-winning role on "Northern Exposure" and appearances in numerous sitcoms and dramas.
-
B.
Debbie Wasserman Schultz
Debbie Wasserman Schultz is an American Democratic politician and longtime U.S. Representative from Florida who has also served in key party leadership roles at the national level.
-
C.
Val Demings
Val Demings is an American politician and former Orlando police chief who served as a Democratic U.S. Representative from Florida and gained national prominence as one of the House impeachment managers in Donald Trump’s first impeachment trial.
-
D.
Lorrie Mahaffey
Lorrie Mahaffey is an American actress and singer best known for her role as Jennifer Jerome on the TV series "Happy Days" and for her former marriage to actor Anson Williams.
-
E.
Karyn Polito
Karyn Polito is an American Republican politician who served as the 72nd lieutenant governor of Massachusetts alongside Governor Charlie Baker.
- 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: Kathy Castor Triple: [Florida's 14th congressional district, hasRepresentative, Kathy Castor]
Generated description
Kathy Castor is an American Democratic politician serving as a U.S. Representative from Florida.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kathy Castor Target entity description: Kathy Castor is an American Democratic politician serving as a U.S. Representative from Florida.
-
A.
Valerie Mahaffey
Valerie Mahaffey is an American actress known for her work in television and film, including an Emmy-winning role on "Northern Exposure" and appearances in numerous sitcoms and dramas.
-
B.
Debbie Wasserman Schultz
Debbie Wasserman Schultz is an American Democratic politician and longtime U.S. Representative from Florida who has also served in key party leadership roles at the national level.
-
C.
Val Demings
Val Demings is an American politician and former Orlando police chief who served as a Democratic U.S. Representative from Florida and gained national prominence as one of the House impeachment managers in Donald Trump’s first impeachment trial.
-
D.
Lorrie Mahaffey
Lorrie Mahaffey is an American actress and singer best known for her role as Jennifer Jerome on the TV series "Happy Days" and for her former marriage to actor Anson Williams.
-
E.
Karyn Polito
Karyn Polito is an American Republican politician who served as the 72nd lieutenant governor of Massachusetts alongside Governor Charlie Baker.
- 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_69e25d1effe4819096907f95f610dbff |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f197e9de788190afd6883c7eac4854 |
completed | April 29, 2026, 5:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c4cac21808190b47961f670885aa1 |
completed | May 19, 2026, 11:42 a.m. |
| NEDg | Description generation | batch_6a0c4e7c53d0819096e33379351a3c8f |
completed | May 19, 2026, 11:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c4f26ab808190a7c1b5b73954ef0f |
completed | May 19, 2026, 11:53 a.m. |
Created at: April 17, 2026, 5:11 p.m.