Triple
T18664656
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Halifax Transit |
E456294
|
entity |
| Predicate | serviceArea |
P82
|
FINISHED |
| Object |
Hubbards
Hubbards is a coastal community in Nova Scotia, Canada, located on the South Shore roughly between Halifax and Chester.
|
E1336455
|
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: Hubbards | Statement: [Halifax Transit, serviceArea, Hubbards]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hubbards Context triple: [Halifax Transit, serviceArea, Hubbards]
-
A.
Hubbard
Hubbard is a surname of English origin borne by various notable individuals across fields such as science, business, and the arts.
-
B.
Tibbits
Tibbits is an English-language surname borne by various notable individuals across different fields.
-
C.
Hibbard
Hibbard is an English-language surname borne by various notable individuals across fields such as engineering, politics, and the arts.
-
D.
Huba
Huba is a historical Hungarian chieftain commemorated as one of the leaders of the Magyar tribes during the conquest of the Carpathian Basin.
-
E.
Tubbs
Tubbs is the surname of Rallo Tubbs, a young animated character from the television series "The Cleveland Show."
- 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: Hubbards Triple: [Halifax Transit, serviceArea, Hubbards]
Generated description
Hubbards is a coastal community in Nova Scotia, Canada, located on the South Shore roughly between Halifax and Chester.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hubbards Target entity description: Hubbards is a coastal community in Nova Scotia, Canada, located on the South Shore roughly between Halifax and Chester.
-
A.
Hubbard
Hubbard is a surname of English origin borne by various notable individuals across fields such as science, business, and the arts.
-
B.
Tibbits
Tibbits is an English-language surname borne by various notable individuals across different fields.
-
C.
Hibbard
Hibbard is an English-language surname borne by various notable individuals across fields such as engineering, politics, and the arts.
-
D.
Huba
Huba is a historical Hungarian chieftain commemorated as one of the leaders of the Magyar tribes during the conquest of the Carpathian Basin.
-
E.
Tubbs
Tubbs is the surname of Rallo Tubbs, a young animated character from the television series "The Cleveland Show."
- 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_69d8d38f72b4819090a935175d9ca8af |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5508d2d588190a468bd7b205d2057 |
completed | April 19, 2026, 10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a051728ac508190a0c2640e8102ebb6 |
completed | May 14, 2026, 12:28 a.m. |
| NEDg | Description generation | batch_6a05196f9d788190a239274167986a00 |
completed | May 14, 2026, 12:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a051abf2e2c81909c5baca205235ce8 |
completed | May 14, 2026, 12:43 a.m. |
Created at: April 10, 2026, 11:48 a.m.