Triple
T1867159
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fredericksburg, Virginia |
E34946
|
entity |
| Predicate | nearbyMilitaryBase |
P5648
|
FINISHED |
| Object |
Fort Walker (formerly Fort A.P. Hill)
Fort Walker (formerly Fort A.P. Hill) is a major U.S. Army training installation in Virginia known for its extensive maneuver areas and live-fire ranges used for large-scale military exercises.
|
E207761
|
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: Fort Walker (formerly Fort A.P. Hill) | Statement: [Fredericksburg, Virginia, nearbyMilitaryBase, Fort Walker (formerly Fort A.P. Hill)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fort Walker (formerly Fort A.P. Hill) Context triple: [Fredericksburg, Virginia, nearbyMilitaryBase, Fort Walker (formerly Fort A.P. Hill)]
-
A.
Fort McPherson
Fort McPherson was a major U.S. Army installation in Atlanta, Georgia, that long served as a key command and administrative center before its closure and redevelopment.
-
B.
Fort Jackson
Fort Jackson is the U.S. Army’s largest basic combat training installation, located near Columbia, South Carolina.
-
C.
Fort Gregg-Adams
Fort Gregg-Adams is a major U.S. Army installation in Virginia that serves as the primary training and doctrine center for logistics, sustainment, and related support specialties.
-
D.
Fort Oglethorpe
Fort Oglethorpe is a small city in northwest Georgia known for its historic military post and proximity to the Chickamauga and Chattanooga National Military Park.
-
E.
Camp Richardson
Camp Richardson is a historic lakeside resort and recreation area on the south shore of Lake Tahoe in California, offering lodging, camping, beaches, and outdoor activities.
- 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: Fort Walker (formerly Fort A.P. Hill) Triple: [Fredericksburg, Virginia, nearbyMilitaryBase, Fort Walker (formerly Fort A.P. Hill)]
Generated description
Fort Walker (formerly Fort A.P. Hill) is a major U.S. Army training installation in Virginia known for its extensive maneuver areas and live-fire ranges used for large-scale military exercises.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fort Walker (formerly Fort A.P. Hill) Target entity description: Fort Walker (formerly Fort A.P. Hill) is a major U.S. Army training installation in Virginia known for its extensive maneuver areas and live-fire ranges used for large-scale military exercises.
-
A.
Fort McPherson
Fort McPherson was a major U.S. Army installation in Atlanta, Georgia, that long served as a key command and administrative center before its closure and redevelopment.
-
B.
Fort Jackson
Fort Jackson is the U.S. Army’s largest basic combat training installation, located near Columbia, South Carolina.
-
C.
Fort Gregg-Adams
Fort Gregg-Adams is a major U.S. Army installation in Virginia that serves as the primary training and doctrine center for logistics, sustainment, and related support specialties.
-
D.
Fort Oglethorpe
Fort Oglethorpe is a small city in northwest Georgia known for its historic military post and proximity to the Chickamauga and Chattanooga National Military Park.
-
E.
Camp Richardson
Camp Richardson is a historic lakeside resort and recreation area on the south shore of Lake Tahoe in California, offering lodging, camping, beaches, and outdoor activities.
- 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_69a88600b2f88190bc09303e68ab517e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abb0b5978c81909390f2cbd716ccaf |
completed | March 7, 2026, 4:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69add1d8dd8881909189029a047bc2b4 |
completed | March 8, 2026, 7:45 p.m. |
| NEDg | Description generation | batch_69add28b804c8190a625e5d1405c59be |
completed | March 8, 2026, 7:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69add35731588190a13c969490ca2c09 |
completed | March 8, 2026, 7:51 p.m. |
Created at: March 4, 2026, 7:34 p.m.