Triple
T1975980
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2020 United States census |
E42912
|
entity |
| Predicate | firstEnumerationLocation |
P32996
|
FINISHED |
| Object |
Toksook Bay, Alaska
Toksook Bay, Alaska is a remote Yup’ik village on Nelson Island in western Alaska, notable for being the community where the 2020 U.S. Census population count officially began.
|
E223481
|
NE FINISHED |
How this triple was built (5 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: Toksook Bay, Alaska | Statement: [2020 United States census, firstEnumerationLocation, Toksook Bay, Alaska]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toksook Bay, Alaska Context triple: [2020 United States census, firstEnumerationLocation, Toksook Bay, Alaska]
-
A.
Hooper Bay, Alaska
Hooper Bay, Alaska is a remote coastal city in the Yukon-Kuskokwim Delta known for its predominantly Yup'ik population, subsistence lifestyle, and reliance on fishing and hunting.
-
B.
Quinhagak, Alaska
Quinhagak, Alaska is a small Yup’ik village and coastal community located on the Bering Sea in southwestern Alaska, known for subsistence fishing, traditional culture, and nearby archaeological sites.
-
C.
Norton Sound
Norton Sound is a large, shallow inlet of the Bering Sea along the western coast of Alaska, known for its rich marine life and importance to nearby Indigenous communities.
-
D.
Metlakatla, Alaska
Metlakatla, Alaska is a predominantly Tsimshian community on Annette Island and the only Native reservation in the state of Alaska.
-
E.
Nuiqsut
Nuiqsut is a small Inupiat community in northern Alaska located near the Arctic Ocean and closely tied to the region’s oil and gas development.
- 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: Toksook Bay, Alaska Triple: [2020 United States census, firstEnumerationLocation, Toksook Bay, Alaska]
Generated description
Toksook Bay, Alaska is a remote Yup’ik village on Nelson Island in western Alaska, notable for being the community where the 2020 U.S. Census population count officially began.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toksook Bay, Alaska Target entity description: Toksook Bay, Alaska is a remote Yup’ik village on Nelson Island in western Alaska, notable for being the community where the 2020 U.S. Census population count officially began.
-
A.
Hooper Bay, Alaska
Hooper Bay, Alaska is a remote coastal city in the Yukon-Kuskokwim Delta known for its predominantly Yup'ik population, subsistence lifestyle, and reliance on fishing and hunting.
-
B.
Quinhagak, Alaska
Quinhagak, Alaska is a small Yup’ik village and coastal community located on the Bering Sea in southwestern Alaska, known for subsistence fishing, traditional culture, and nearby archaeological sites.
-
C.
Norton Sound
Norton Sound is a large, shallow inlet of the Bering Sea along the western coast of Alaska, known for its rich marine life and importance to nearby Indigenous communities.
-
D.
Metlakatla, Alaska
Metlakatla, Alaska is a predominantly Tsimshian community on Annette Island and the only Native reservation in the state of Alaska.
-
E.
Nuiqsut
Nuiqsut is a small Inupiat community in northern Alaska located near the Arctic Ocean and closely tied to the region’s oil and gas development.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: firstEnumerationLocation Context triple: [2020 United States census, firstEnumerationLocation, Toksook Bay, Alaska]
-
A.
firstLocation
Indicates the initial or primary place where an entity is situated, originates, or where an event or relationship begins.
-
B.
firstOccupied
Indicates that an entity was the initial or earliest occupant of a particular place, position, or resource.
-
C.
firstHoistedLocation
Indicates the initial place or position where something is first raised, lifted, or elevated.
-
D.
firstToFeature
Indicates that one entity was the earliest or initial subject to exhibit, include, or present another entity in a given context.
-
E.
mainLocation
Indicates that one entity serves as the primary or central location associated with another entity.
- F. None of above. chosen
Provenance (7 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_69a8871289048190b00b0d7744b7b2b1 |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb3f835108190b0709ccf3a487a96 |
completed | March 7, 2026, 5:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0327600c8190adb057b596a84bca |
completed | March 8, 2026, 11:15 p.m. |
| NEDg | Description generation | batch_69ae03b41dcc81909b4439006bdffc64 |
completed | March 8, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0445a9608190918a7bd45b9bf999 |
completed | March 8, 2026, 11:20 p.m. |
| PD | Predicate disambiguation | batch_69abaff9a09c8190a81fa13f4b85bc79 |
completed | March 7, 2026, 4:56 a.m. |
| PDg | Predicate description generation | batch_69abb09b27e88190bff164040fef6d7e |
completed | March 7, 2026, 4:59 a.m. |
Created at: March 4, 2026, 7:36 p.m.