Triple
T691819
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Regions Field |
E13808
|
entity |
| Predicate | isLocatedInNeighborhood |
P4813
|
FINISHED |
| Object | Southside, Birmingham |
E13669
|
NE FINISHED |
How this triple was built (3 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: Southside, Birmingham | Statement: [Regions Field, isLocatedInNeighborhood, Southside, Birmingham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southside, Birmingham Context triple: [Regions Field, isLocatedInNeighborhood, Southside, Birmingham]
-
A.
Birmingham, Alabama, United States
Birmingham, Alabama, United States is a major industrial and cultural city in the American South, historically known for its steel production and pivotal role in the Civil Rights Movement.
-
B.
Chelsea, Alabama
Chelsea, Alabama is a small but rapidly growing suburban city in Shelby County that serves as part of the greater Birmingham–Hoover metropolitan region.
-
C.
Vestavia Hills, Alabama
Vestavia Hills, Alabama is a suburban city in Jefferson and Shelby counties known for its affluent residential communities and proximity to Birmingham.
-
D.
Birmingham
chosen
Birmingham is a major industrial city in England’s West Midlands, historically significant for its manufacturing heritage and heavy bombing during the Second World War.
-
E.
Birmingham
Birmingham is a major industrial and cultural city in the southern United States, known historically for its steel production and pivotal role in the Civil Rights Movement.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isLocatedInNeighborhood Context triple: [Regions Field, isLocatedInNeighborhood, Southside, Birmingham]
-
A.
hasNeighbourhood
chosen
Indicates that one entity is located within, or is associated with, a particular neighborhood area of another entity.
-
B.
neighborhood
Indicates that one entity is located in close spatial proximity to another, typically within the same local area or district.
-
C.
hasNearbyCommunity
Indicates that one entity has another community located close to it in geographic or spatial terms.
-
D.
hasNearbyBorough
Indicates that one borough is geographically close to or adjacent to another borough.
-
E.
isResidentialSuburbOf
Indicates that one area is a residential suburb that is part of or lies within the urban region of another area.
- F. None of above.
Provenance (4 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_69a493406c408190957eeec9048a8fb6 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a0aebde88190a49d421477713103 |
completed | March 1, 2026, 8:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5dca7871c81909ea5a4ccb5dcd47d |
completed | March 2, 2026, 6:53 p.m. |
| PD | Predicate disambiguation | batch_69a49d221d38819083c0adda81f59b07 |
completed | March 1, 2026, 8:10 p.m. |
Created at: March 1, 2026, 7:36 p.m.