Triple
T14993781
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Squad |
E373903
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Maxwell Frost
Maxwell Frost is a progressive Democratic U.S. Representative from Florida and the first member of Generation Z elected to Congress.
|
E1131124
|
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: Maxwell Frost | Statement: [The Squad, hasMember, Maxwell Frost]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maxwell Frost Context triple: [The Squad, hasMember, Maxwell Frost]
-
A.
Madison Cawthorn
Madison Cawthorn is an American Republican politician who became one of the youngest members ever elected to the U.S. House of Representatives, representing North Carolina’s 11th congressional district.
-
B.
Colin Allred
Colin Allred is an American Democratic politician and former NFL player who serves in the U.S. House of Representatives from Texas.
-
C.
Connor Brown
Connor Brown is a Canadian professional ice hockey forward known for his standout offensive performance at the 2021 IIHF World Championship and his play in the NHL.
-
D.
Jared Vance
Jared Vance is a fictional character in the television series "NCIS," known as the son of NCIS Director Leon Vance.
-
E.
Nikema Williams
Nikema Williams is an American politician and Democratic U.S. Representative from Georgia, known for her advocacy on voting rights and social justice issues.
- 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: Maxwell Frost Triple: [The Squad, hasMember, Maxwell Frost]
Generated description
Maxwell Frost is a progressive Democratic U.S. Representative from Florida and the first member of Generation Z elected to Congress.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maxwell Frost Target entity description: Maxwell Frost is a progressive Democratic U.S. Representative from Florida and the first member of Generation Z elected to Congress.
-
A.
Madison Cawthorn
Madison Cawthorn is an American Republican politician who became one of the youngest members ever elected to the U.S. House of Representatives, representing North Carolina’s 11th congressional district.
-
B.
Colin Allred
Colin Allred is an American Democratic politician and former NFL player who serves in the U.S. House of Representatives from Texas.
-
C.
Connor Brown
Connor Brown is a Canadian professional ice hockey forward known for his standout offensive performance at the 2021 IIHF World Championship and his play in the NHL.
-
D.
Jared Vance
Jared Vance is a fictional character in the television series "NCIS," known as the son of NCIS Director Leon Vance.
-
E.
Nikema Williams
Nikema Williams is an American politician and Democratic U.S. Representative from Georgia, known for her advocacy on voting rights and social justice issues.
- 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_69d85ccc84388190aa151e5173370c8d |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded716ebb481908224d2d4f7561b03 |
completed | April 15, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe969a63f081908bf11783e2a51229 |
completed | May 9, 2026, 2:06 a.m. |
| NEDg | Description generation | batch_69fe97609b3481908ed481f9f061b148 |
completed | May 9, 2026, 2:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe980155748190aef4ce876f985ef2 |
completed | May 9, 2026, 2:12 a.m. |
Created at: April 10, 2026, 2:53 a.m.