Triple
T19008561
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | New Hampshire's 2nd congressional district |
E465155
|
entity |
| Predicate | currentRepresentative |
P537
|
FINISHED |
| Object |
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.
|
E1353965
|
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: Ann McLane Kuster | Statement: [New Hampshire's 2nd congressional district, currentRepresentative, Ann McLane Kuster]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ann McLane Kuster Context triple: [New Hampshire's 2nd congressional district, currentRepresentative, Ann McLane Kuster]
-
A.
Karyn Polito
Karyn Polito is an American Republican politician who served as the 72nd lieutenant governor of Massachusetts alongside Governor Charlie Baker.
-
B.
Coleen Rowley
Coleen Rowley is a former FBI special agent and whistleblower known for exposing intelligence failures prior to the September 11 attacks.
-
C.
Kathy Clark
Kathy Clark is known as the spouse of Chad Hurley, the co-founder and former CEO of YouTube.
-
D.
Gail C. Murphy
Gail C. Murphy is a prominent Canadian computer scientist known for her influential research in software engineering, particularly in improving developer productivity and software evolution.
-
E.
Elisabeth Cummings
Elisabeth Cummings is a prominent Australian painter and printmaker renowned for her abstracted landscapes and influential role in contemporary Australian art.
- 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: Ann McLane Kuster Triple: [New Hampshire's 2nd congressional district, currentRepresentative, Ann McLane Kuster]
Generated description
Ann McLane Kuster is an American Democratic politician and attorney who has represented New Hampshire in the U.S. House of Representatives since 2013.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ann McLane Kuster Target entity description: Ann McLane Kuster is an American Democratic politician and attorney who has represented New Hampshire in the U.S. House of Representatives since 2013.
-
A.
Karyn Polito
Karyn Polito is an American Republican politician who served as the 72nd lieutenant governor of Massachusetts alongside Governor Charlie Baker.
-
B.
Coleen Rowley
Coleen Rowley is a former FBI special agent and whistleblower known for exposing intelligence failures prior to the September 11 attacks.
-
C.
Kathy Clark
Kathy Clark is known as the spouse of Chad Hurley, the co-founder and former CEO of YouTube.
-
D.
Gail C. Murphy
Gail C. Murphy is a prominent Canadian computer scientist known for her influential research in software engineering, particularly in improving developer productivity and software evolution.
-
E.
Elisabeth Cummings
Elisabeth Cummings is a prominent Australian painter and printmaker renowned for her abstracted landscapes and influential role in contemporary Australian art.
- 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_69d8dd025c188190a1d81f5b4ec7e2c6 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5d6a72aa88190a04f13cd14ee77d4 |
completed | April 20, 2026, 7:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05b463d4a08190b15403ea0ad23682 |
completed | May 14, 2026, 11:39 a.m. |
| NEDg | Description generation | batch_6a05b5dfac0c8190b67921280d5ab1fe |
completed | May 14, 2026, 11:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05b68aba3081908ca21d732e45f454 |
completed | May 14, 2026, 11:48 a.m. |
Created at: April 10, 2026, 12:02 p.m.