Triple
T12642200
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | USS New Orleans |
E301925
|
entity |
| Predicate | shipClass |
P3141
|
FINISHED |
| Object |
Austin class
The Austin class was a series of amphibious transport dock ships used by the United States Navy to embark, transport, and land Marines and their equipment in amphibious assault operations.
|
E995727
|
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: Austin class | Statement: [USS New Orleans, shipClass, Austin class]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Austin class Context triple: [USS New Orleans, shipClass, Austin class]
-
A.
Austin Public Schools
Austin Public Schools is the public school district serving students in the city of Austin, Minnesota.
-
B.
Austin High School
Austin High School is a public secondary school serving students in the city of Austin, Minnesota.
-
C.
Austin Elementary School
Austin Elementary School is a public primary school serving early-grade students as part of the Coppell Independent School District in Texas.
-
D.
North Lake College Station
North Lake College Station is a Dallas Area Rapid Transit (DART) light rail stop serving the North Lake College area in Irving, Texas.
-
E.
Dallas High School
Dallas High School is the primary public secondary school serving students in the small city of Dallas, Oregon.
- 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: Austin class Triple: [USS New Orleans, shipClass, Austin class]
Generated description
The Austin class was a series of amphibious transport dock ships used by the United States Navy to embark, transport, and land Marines and their equipment in amphibious assault operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Austin class Target entity description: The Austin class was a series of amphibious transport dock ships used by the United States Navy to embark, transport, and land Marines and their equipment in amphibious assault operations.
-
A.
Austin Public Schools
Austin Public Schools is the public school district serving students in the city of Austin, Minnesota.
-
B.
Austin High School
Austin High School is a public secondary school serving students in the city of Austin, Minnesota.
-
C.
Austin Elementary School
Austin Elementary School is a public primary school serving early-grade students as part of the Coppell Independent School District in Texas.
-
D.
North Lake College Station
North Lake College Station is a Dallas Area Rapid Transit (DART) light rail stop serving the North Lake College area in Irving, Texas.
-
E.
Dallas High School
Dallas High School is the primary public secondary school serving students in the small city of Dallas, Oregon.
- 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_69d7bdec9f9c8190b4bac675b7588211 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9614ae6ac8190b42acbf2b0331fda |
completed | April 10, 2026, 8:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6687770388190b4777885dae8a38f |
completed | May 2, 2026, 9:11 p.m. |
| NEDg | Description generation | batch_69f669f69fe4819097dfc63780e8587e |
completed | May 2, 2026, 9:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f66b64dfe08190a7f9283dabd0e3c7 |
completed | May 2, 2026, 9:23 p.m. |
Created at: April 9, 2026, 5:17 p.m.