Triple
T12070613
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bianchi classification |
E287411
|
entity |
| Predicate | hasSubclass |
P1244
|
FINISHED |
| Object |
Bianchi class A
Bianchi class A is a subset of spatially homogeneous cosmological models characterized by structure constants with vanishing trace, often used in general relativity to study anisotropic universes.
|
E967360
|
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: Bianchi class A | Statement: [Bianchi classification, hasSubclass, Bianchi class A]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bianchi class A Context triple: [Bianchi classification, hasSubclass, Bianchi class A]
-
A.
Bianchi
Bianchi is an Italian surname associated with various notable individuals in fields such as sports, politics, and the arts.
-
B.
Biqueli
Biqueli is a small coastal settlement on Atauro Island in East Timor, known for its fishing community and proximity to coral reefs.
-
C.
Ducati Scrambler
The Ducati Scrambler is a retro-styled, lightweight motorcycle line known for its minimalist design, approachable performance, and blend of classic aesthetics with modern technology.
-
D.
Lambretta
Lambretta is an iconic Italian line of motor scooters, renowned for its stylish design and popularity in post-war urban transport and scooter culture.
-
E.
Canelli
Canelli is a town in Italy’s Piedmont region renowned for its historic wine production and UNESCO-listed underground wine cellars.
- 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: Bianchi class A Triple: [Bianchi classification, hasSubclass, Bianchi class A]
Generated description
Bianchi class A is a subset of spatially homogeneous cosmological models characterized by structure constants with vanishing trace, often used in general relativity to study anisotropic universes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bianchi class A Target entity description: Bianchi class A is a subset of spatially homogeneous cosmological models characterized by structure constants with vanishing trace, often used in general relativity to study anisotropic universes.
-
A.
Bianchi
Bianchi is an Italian surname associated with various notable individuals in fields such as sports, politics, and the arts.
-
B.
Biqueli
Biqueli is a small coastal settlement on Atauro Island in East Timor, known for its fishing community and proximity to coral reefs.
-
C.
Ducati Scrambler
The Ducati Scrambler is a retro-styled, lightweight motorcycle line known for its minimalist design, approachable performance, and blend of classic aesthetics with modern technology.
-
D.
Lambretta
Lambretta is an iconic Italian line of motor scooters, renowned for its stylish design and popularity in post-war urban transport and scooter culture.
-
E.
Canelli
Canelli is a town in Italy’s Piedmont region renowned for its historic wine production and UNESCO-listed underground wine cellars.
- 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_69d6ab4846e081908ee7bbd66a6d3459 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9045a507081909070ea37173d6f97 |
completed | April 10, 2026, 2:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f65ccc788190942e16c56f2a495f |
completed | May 2, 2026, 1:04 p.m. |
| NEDg | Description generation | batch_69f60335285c819089f69472b2e48130 |
completed | May 2, 2026, 1:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60410ce0481908b2deb7522a3ec00 |
completed | May 2, 2026, 2:02 p.m. |
Created at: April 8, 2026, 9:48 p.m.