Triple

T11182236
Position Surface form Disambiguated ID Type / Status
Subject Blackfeet Indian Reservation, Montana E264568 entity
Predicate hasMajorSettlement P316 FINISHED
Object Babb, Montana
Babb, Montana is a small unincorporated community in Glacier County that serves as a gateway to the eastern side of Glacier National Park and lies within the Blackfeet Indian Reservation.
E746409 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: Babb, Montana | Statement: [Blackfeet Indian Reservation, Montana, hasMajorSettlement, Babb, Montana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Babb, Montana
Context triple: [Blackfeet Indian Reservation, Montana, hasMajorSettlement, Babb, Montana]
  • A. Townsend, Montana
    Townsend, Montana is a small city in Broadwater County that serves as a regional hub in west-central Montana near Canyon Ferry Lake and the Missouri River.
  • B. Sweetgrass, Montana
    Sweetgrass, Montana is a small unincorporated community in northern Montana that serves as a key border crossing point between the United States and Canada.
  • C. Browning, Montana
    Browning, Montana is a small town in northwestern Montana that serves as the cultural and administrative center of the Blackfeet Nation.
  • D. Laurel, Montana
    Laurel, Montana is a small city in south-central Montana that serves as a regional rail and industrial hub near Billings in the Yellowstone Valley.
  • E. St. Mary, Montana
    St. Mary, Montana is a small community on the eastern edge of Glacier National Park that serves as a key gateway and services hub for park visitors.
  • 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: Babb, Montana
Triple: [Blackfeet Indian Reservation, Montana, hasMajorSettlement, Babb, Montana]
Generated description
Babb, Montana is a small unincorporated community in Glacier County that serves as a gateway to the eastern side of Glacier National Park and lies within the Blackfeet Indian Reservation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Babb, Montana
Target entity description: Babb, Montana is a small unincorporated community in Glacier County that serves as a gateway to the eastern side of Glacier National Park and lies within the Blackfeet Indian Reservation.
  • A. Townsend, Montana
    Townsend, Montana is a small city in Broadwater County that serves as a regional hub in west-central Montana near Canyon Ferry Lake and the Missouri River.
  • B. Sweetgrass, Montana
    Sweetgrass, Montana is a small unincorporated community in northern Montana that serves as a key border crossing point between the United States and Canada.
  • C. Browning, Montana
    Browning, Montana is a small town in northwestern Montana that serves as the cultural and administrative center of the Blackfeet Nation.
  • D. Laurel, Montana
    Laurel, Montana is a small city in south-central Montana that serves as a regional rail and industrial hub near Billings in the Yellowstone Valley.
  • E. St. Mary, Montana chosen
    St. Mary, Montana is a small community on the eastern edge of Glacier National Park that serves as a key gateway and services hub for park visitors.
  • F. None of above.

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_69d6aa9dafac8190bd90d2c74f661aa7 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8a7f35481909f35feb94ef10e80 completed April 9, 2026, 5:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69e55630478c8190aeee4cc219209ccb completed April 19, 2026, 10:24 p.m.
NEDg Description generation batch_69e562bb085c8190942766d12d838798 completed April 19, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69e569f0e6948190b285ca84aca03771 completed April 19, 2026, 11:49 p.m.
Created at: April 8, 2026, 9:29 p.m.