Triple
T14260675
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frank Borman |
E353507
|
entity |
| Predicate | placeOfDeath |
P21
|
FINISHED |
| Object |
Billings, Montana, United States
Billings is the largest city in the U.S. state of Montana, serving as a regional economic, medical, and cultural hub for the surrounding area.
|
E1089829
|
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: Billings, Montana, United States | Statement: [Frank Borman, placeOfDeath, Billings, Montana, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Billings, Montana, United States Context triple: [Frank Borman, placeOfDeath, Billings, Montana, United States]
-
A.
Bozeman, Montana, United States
Bozeman, Montana, United States is a rapidly growing city in southwestern Montana known for its outdoor recreation, proximity to Yellowstone National Park, and emerging technology and research sectors.
-
B.
Missoula, Montana, United States
Missoula is a city in western Montana known for its vibrant arts scene, outdoor recreation, and role as a regional cultural and educational hub.
-
C.
Lovell, Montana
Lovell, Montana is a small town in northern Wyoming’s Bighorn Basin known as a gateway to nearby natural attractions such as Bighorn Canyon National Recreation Area.
-
D.
Browning, Montana
Browning, Montana is a small town in northwestern Montana that serves as the cultural and administrative center of the Blackfeet Nation.
-
E.
Libby, Montana
Libby, Montana is a small northwestern Montana town known for its scenic setting near the Kootenai National Forest and its history of logging and mining.
- 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: Billings, Montana, United States Triple: [Frank Borman, placeOfDeath, Billings, Montana, United States]
Generated description
Billings is the largest city in the U.S. state of Montana, serving as a regional economic, medical, and cultural hub for the surrounding area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Billings, Montana, United States Target entity description: Billings is the largest city in the U.S. state of Montana, serving as a regional economic, medical, and cultural hub for the surrounding area.
-
A.
Bozeman, Montana, United States
Bozeman, Montana, United States is a rapidly growing city in southwestern Montana known for its outdoor recreation, proximity to Yellowstone National Park, and emerging technology and research sectors.
-
B.
Missoula, Montana, United States
Missoula is a city in western Montana known for its vibrant arts scene, outdoor recreation, and role as a regional cultural and educational hub.
-
C.
Lovell, Montana
Lovell, Montana is a small town in northern Wyoming’s Bighorn Basin known as a gateway to nearby natural attractions such as Bighorn Canyon National Recreation Area.
-
D.
Browning, Montana
Browning, Montana is a small town in northwestern Montana that serves as the cultural and administrative center of the Blackfeet Nation.
-
E.
Libby, Montana
Libby, Montana is a small northwestern Montana town known for its scenic setting near the Kootenai National Forest and its history of logging and mining.
- 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_69d8278c43e08190824146f4632b89a5 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de635534988190816fdfb315cd2a3f |
completed | April 14, 2026, 3:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd3260fdf88190b482480a17bd6674 |
completed | May 8, 2026, 12:46 a.m. |
| NEDg | Description generation | batch_69fd33cba18481908f2dfe358017f11b |
completed | May 8, 2026, 12:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd346ffb9c81909ec28e514ea5451b |
completed | May 8, 2026, 12:55 a.m. |
Created at: April 10, 2026, 1:09 a.m.