Triple
T11282793
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George Hamilton |
E267103
|
entity |
| Predicate | propertyDevelopment |
P96205
|
FINISHED |
| Object |
Court House Square, Hamilton townsite
Court House Square, Hamilton townsite is the central civic and commercial block laid out in George Hamilton’s original town plan that became the historic core of downtown Hamilton, Ontario.
|
E915343
|
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: Court House Square, Hamilton townsite | Statement: [George Hamilton, propertyDevelopment, Court House Square, Hamilton townsite]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Court House Square, Hamilton townsite Context triple: [George Hamilton, propertyDevelopment, Court House Square, Hamilton townsite]
-
A.
Town Hall Square
Town Hall Square is a notable public plaza and gathering place in Palm Beach, Florida, known for its central location and civic significance.
-
B.
Town Hall Square
Town Hall Square is the historic central plaza of Tartu, Estonia, known for its pastel-colored buildings, iconic town hall, and role as a cultural and social hub of the city.
-
C.
Courthouse Square
Courthouse Square is a central public plaza and community gathering space in downtown Redwood City, California, known for hosting events, concerts, and civic activities.
-
D.
Historic Market Square
Historic Market Square is a vibrant, traditional Mexican-style marketplace in downtown San Antonio known for its shops, restaurants, and cultural festivals.
-
E.
Old Town Market Square
Old Town Market Square is the historic central plaza of Płock, Poland, known for its preserved medieval layout, colorful townhouses, and role as a focal point of local cultural and social life.
- 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: Court House Square, Hamilton townsite Triple: [George Hamilton, propertyDevelopment, Court House Square, Hamilton townsite]
Generated description
Court House Square, Hamilton townsite is the central civic and commercial block laid out in George Hamilton’s original town plan that became the historic core of downtown Hamilton, Ontario.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Court House Square, Hamilton townsite Target entity description: Court House Square, Hamilton townsite is the central civic and commercial block laid out in George Hamilton’s original town plan that became the historic core of downtown Hamilton, Ontario.
-
A.
Town Hall Square
Town Hall Square is a notable public plaza and gathering place in Palm Beach, Florida, known for its central location and civic significance.
-
B.
Town Hall Square
Town Hall Square is the historic central plaza of Tartu, Estonia, known for its pastel-colored buildings, iconic town hall, and role as a cultural and social hub of the city.
-
C.
Courthouse Square
Courthouse Square is a central public plaza and community gathering space in downtown Redwood City, California, known for hosting events, concerts, and civic activities.
-
D.
Historic Market Square
Historic Market Square is a vibrant, traditional Mexican-style marketplace in downtown San Antonio known for its shops, restaurants, and cultural festivals.
-
E.
Old Town Market Square
Old Town Market Square is the historic central plaza of Toruń, Poland, known for its medieval architecture, vibrant public life, and role as the heart of the city's Old Town.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: propertyDevelopment Context triple: [George Hamilton, propertyDevelopment, Court House Square, Hamilton townsite]
-
A.
propertyMarket
Indicates a relationship where real estate or properties are being offered, traded, or evaluated within a market context.
-
B.
property
Indicates that one entity possesses, is characterized by, or has an attribute or quality associated with another entity.
-
C.
urbanDevelopment
Indicates the process or activities through which urban areas are planned, expanded, or transformed, including changes to infrastructure, land use, and the built environment.
-
D.
urbanDevelopmentProject
chosen
Indicates a project that plans, manages, or executes changes to urban areas, such as construction, renewal, or infrastructure improvements.
-
E.
realEstateCategory
Indicates the classification of a property into a specific type or category within real estate (e.g., residential, commercial, industrial).
- 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_69d6aac8c2f48190ad0596f1f89f0470 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e96e15708190b3a1cccfbbe65882 |
completed | April 9, 2026, 6:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4f471490081909036362c58e1e727 |
completed | April 19, 2026, 3:27 p.m. |
| NEDg | Description generation | batch_69e4f95be4b08190bebb2078406cb7ba |
completed | April 19, 2026, 3:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4ff6b7d248190b4dd885280e09a8e |
completed | April 19, 2026, 4:14 p.m. |
| PD | Predicate disambiguation | batch_69d787a240588190aa097298f951c915 |
completed | April 9, 2026, 11:04 a.m. |
Created at: April 8, 2026, 9:31 p.m.