Triple
T8337557
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | New Dorp |
E195825
|
entity |
| Predicate | fireDepartmentBattalion |
P16565
|
FINISHED |
| Object |
Battalion 23
Battalion 23 is a New York City Fire Department battalion responsible for fire and emergency services coverage in the New Dorp area of Staten Island.
|
E726191
|
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: Battalion 23 | Statement: [New Dorp, fireDepartmentBattalion, Battalion 23]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battalion 23 Context triple: [New Dorp, fireDepartmentBattalion, Battalion 23]
-
A.
Pionier-Bataillon 220
Pionier-Bataillon 220 was a German World War II combat engineer battalion that provided specialized engineering and support functions within the 21st Panzer Division.
-
B.
Bobcat Company
Bobcat Company is an American manufacturer best known for its compact construction and agricultural equipment, including skid-steer loaders and mini excavators.
-
C.
Batalion Parasol
Batalion Parasol was an elite Polish Home Army (Armia Krajowa) battalion formed from the underground scouting movement, renowned for its sabotage operations and key role in the Warsaw Uprising during World War II.
-
D.
Brickyard Battalion
Brickyard Battalion is the independent supporters group known for its passionate backing of the Indianapolis-based soccer club Indy Eleven.
-
E.
I MEF Support Battalion
I MEF Support Battalion is a logistics and support unit within the I Marine Expeditionary Force that provides essential sustainment, supply, and services to Marine Corps operations.
- 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: Battalion 23 Triple: [New Dorp, fireDepartmentBattalion, Battalion 23]
Generated description
Battalion 23 is a New York City Fire Department battalion responsible for fire and emergency services coverage in the New Dorp area of Staten Island.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Battalion 23 Target entity description: Battalion 23 is a New York City Fire Department battalion responsible for fire and emergency services coverage in the New Dorp area of Staten Island.
-
A.
Pionier-Bataillon 220
Pionier-Bataillon 220 was a German World War II combat engineer battalion that provided specialized engineering and support functions within the 21st Panzer Division.
-
B.
Bobcat Company
Bobcat Company is an American manufacturer best known for its compact construction and agricultural equipment, including skid-steer loaders and mini excavators.
-
C.
Batalion Parasol
Batalion Parasol was an elite Polish Home Army (Armia Krajowa) battalion formed from the underground scouting movement, renowned for its sabotage operations and key role in the Warsaw Uprising during World War II.
-
D.
Brickyard Battalion
Brickyard Battalion is the independent supporters group known for its passionate backing of the Indianapolis-based soccer club Indy Eleven.
-
E.
I MEF Support Battalion
I MEF Support Battalion is a logistics and support unit within the I Marine Expeditionary Force that provides essential sustainment, supply, and services to Marine Corps operations.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: fireDepartmentBattalion Context triple: [New Dorp, fireDepartmentBattalion, Battalion 23]
-
A.
hasBattalion
chosen
Indicates that one entity possesses, commands, or is organizationally assigned a specific battalion.
-
B.
hasBattalionNumber
Indicates that an entity (such as a military unit) is associated with a specific battalion number identifier.
-
C.
brigade
Indicates that one entity is organized as, belongs to, or is associated with a military or paramilitary brigade in relation to another entity.
-
D.
numberOfBattalions
Indicates the quantitative relationship specifying how many battalions are associated with a given entity or context.
-
E.
hasBattalionType
Indicates that an entity (such as a military unit) is associated with or classified by a specific type of battalion.
- F. None of above.
Provenance (6 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_69ca82ecbdc481908a55cad8ca062d88 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7fd5027c81909724f25aa30bbe58 |
completed | March 31, 2026, 8:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd95e17300819090e405c4c60b280d |
completed | April 1, 2026, 10:02 p.m. |
| NEDg | Description generation | batch_69cdab61d00c81909ce2c0d718a2dc1a |
completed | April 1, 2026, 11:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdb2ef889c8190af6efb9473f8804c |
completed | April 2, 2026, 12:06 a.m. |
| PD | Predicate disambiguation | batch_69cb70c3231c81909e3d463192c9de22 |
completed | March 31, 2026, 6:59 a.m. |
Created at: March 30, 2026, 5:57 p.m.