Triple
T18340325
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apache County, Arizona |
E439383
|
entity |
| Predicate | federalCongressionalDistrict |
P3909
|
FINISHED |
| Object |
Arizona's 2nd congressional district (post-2020 redistricting)
Arizona's 2nd congressional district (post-2020 redistricting) is a U.S. House district in northeastern Arizona that includes much of the Navajo Nation and other rural, heavily Native American areas.
|
E1319512
|
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: Arizona's 2nd congressional district (post-2020 redistricting) | Statement: [Apache County, Arizona, federalCongressionalDistrict, Arizona's 2nd congressional district (post-2020 redistricting)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arizona's 2nd congressional district (post-2020 redistricting) Context triple: [Apache County, Arizona, federalCongressionalDistrict, Arizona's 2nd congressional district (post-2020 redistricting)]
-
A.
Arizona's 6th congressional district (post-2020 redistricting)
Arizona's 6th congressional district (post-2020 redistricting) is a U.S. House district in southeastern Arizona that includes Cochise County and surrounding areas reshaped by the 2020 census-driven redistricting.
-
B.
Arizona's 7th congressional district
Arizona's 7th congressional district is a predominantly urban, heavily Latino U.S. House district in southwestern Arizona that includes much of Phoenix and surrounding areas and is known as one of the most Democratic-leaning districts in the state.
-
C.
Arizona's 1st congressional district
Arizona's 1st congressional district is a U.S. House of Representatives district in Arizona that has historically encompassed a large, often rural and geographically expansive portion of the state.
-
D.
Arizona's 4th congressional district
Arizona's 4th congressional district is a large, predominantly rural and conservative U.S. House district in western Arizona that includes communities such as Yuma and spans desert and agricultural regions along the Colorado River.
-
E.
Arizona's congressional districts
Arizona's congressional districts are the geographically defined electoral areas within the state from which representatives are elected to the United States House of Representatives.
- 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: Arizona's 2nd congressional district (post-2020 redistricting) Triple: [Apache County, Arizona, federalCongressionalDistrict, Arizona's 2nd congressional district (post-2020 redistricting)]
Generated description
Arizona's 2nd congressional district (post-2020 redistricting) is a U.S. House district in northeastern Arizona that includes much of the Navajo Nation and other rural, heavily Native American areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arizona's 2nd congressional district (post-2020 redistricting) Target entity description: Arizona's 2nd congressional district (post-2020 redistricting) is a U.S. House district in northeastern Arizona that includes much of the Navajo Nation and other rural, heavily Native American areas.
-
A.
Arizona's 6th congressional district (post-2020 redistricting)
Arizona's 6th congressional district (post-2020 redistricting) is a U.S. House district in southeastern Arizona that includes Cochise County and surrounding areas reshaped by the 2020 census-driven redistricting.
-
B.
Arizona's 7th congressional district
Arizona's 7th congressional district is a predominantly urban, heavily Latino U.S. House district in southwestern Arizona that includes much of Phoenix and surrounding areas and is known as one of the most Democratic-leaning districts in the state.
-
C.
Arizona's 1st congressional district
Arizona's 1st congressional district is a U.S. House of Representatives district in Arizona that has historically encompassed a large, often rural and geographically expansive portion of the state.
-
D.
Arizona's 4th congressional district
Arizona's 4th congressional district is a large, predominantly rural and conservative U.S. House district in western Arizona that includes communities such as Yuma and spans desert and agricultural regions along the Colorado River.
-
E.
Arizona's congressional districts
Arizona's congressional districts are the geographically defined electoral areas within the state from which representatives are elected to the United States House of Representatives.
- 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_69d8b9175fec8190af865699b4e64d8c |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e50ed146fc819092b08cb91defb03b |
completed | April 19, 2026, 5:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03cc1fcb4881909b8bc088503fb253 |
completed | May 13, 2026, 12:56 a.m. |
| NEDg | Description generation | batch_6a03cca635b881909a31fe89b318e7b9 |
completed | May 13, 2026, 12:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03cdb94e848190b774cb9f31531853 |
completed | May 13, 2026, 1:02 a.m. |
Created at: April 10, 2026, 10:37 a.m.