Triple
T4288409
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alexandra |
E97326
|
entity |
| Predicate | hasRedevelopmentProgram |
P55231
|
FINISHED |
| Object |
Alexandra Renewal Project
The Alexandra Renewal Project is an urban redevelopment initiative aimed at upgrading housing, infrastructure, and community facilities in the Alexandra township of Johannesburg, South Africa.
|
E428121
|
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: Alexandra Renewal Project | Statement: [Alexandra, hasRedevelopmentProgram, Alexandra Renewal Project]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alexandra Renewal Project Context triple: [Alexandra, hasRedevelopmentProgram, Alexandra Renewal Project]
-
A.
Astoria waterfront redevelopment
Astoria waterfront redevelopment is a large-scale urban revitalization initiative transforming the industrial shoreline of Astoria, Queens into a mixed-use residential, commercial, and public waterfront district.
-
B.
“Base of the Future” modernization project
The “Base of the Future” modernization project is a comprehensive U.S. Air Force initiative to rebuild and transform Tyndall Air Force Base into a highly resilient, technologically advanced installation that serves as a model for future military bases.
-
C.
Don River and Central Waterfront Project
The Don River and Central Waterfront Project is a major urban revitalization and flood-protection initiative in Toronto focused on transforming the lower Don River and adjacent waterfront into a more resilient, accessible, and ecologically restored landscape.
-
D.
Umekita redevelopment project
The Umekita redevelopment project is a large-scale urban renewal initiative in Osaka’s Umeda area that transforms former rail yard land into a major mixed-use district of offices, retail, residences, and green space.
-
E.
Aurora Incremental Modernization Project
The Aurora Incremental Modernization Project is a phased upgrade initiative to enhance the capabilities, avionics, and mission systems of the Royal Canadian Air Force’s CP-140 Aurora maritime patrol aircraft fleet.
- 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: Alexandra Renewal Project Triple: [Alexandra, hasRedevelopmentProgram, Alexandra Renewal Project]
Generated description
The Alexandra Renewal Project is an urban redevelopment initiative aimed at upgrading housing, infrastructure, and community facilities in the Alexandra township of Johannesburg, South Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Alexandra Renewal Project Target entity description: The Alexandra Renewal Project is an urban redevelopment initiative aimed at upgrading housing, infrastructure, and community facilities in the Alexandra township of Johannesburg, South Africa.
-
A.
Astoria waterfront redevelopment
Astoria waterfront redevelopment is a large-scale urban revitalization initiative transforming the industrial shoreline of Astoria, Queens into a mixed-use residential, commercial, and public waterfront district.
-
B.
“Base of the Future” modernization project
The “Base of the Future” modernization project is a comprehensive U.S. Air Force initiative to rebuild and transform Tyndall Air Force Base into a highly resilient, technologically advanced installation that serves as a model for future military bases.
-
C.
Don River and Central Waterfront Project
The Don River and Central Waterfront Project is a major urban revitalization and flood-protection initiative in Toronto focused on transforming the lower Don River and adjacent waterfront into a more resilient, accessible, and ecologically restored landscape.
-
D.
Umekita redevelopment project
The Umekita redevelopment project is a large-scale urban renewal initiative in Osaka’s Umeda area that transforms former rail yard land into a major mixed-use district of offices, retail, residences, and green space.
-
E.
Aurora Incremental Modernization Project
The Aurora Incremental Modernization Project is a phased upgrade initiative to enhance the capabilities, avionics, and mission systems of the Royal Canadian Air Force’s CP-140 Aurora maritime patrol aircraft fleet.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasRedevelopmentProgram Context triple: [Alexandra, hasRedevelopmentProgram, Alexandra Renewal Project]
-
A.
partOfRedevelopmentOf
Indicates that something is a component or phase within a larger redevelopment project or process.
-
B.
reopenedAfterRedevelopment
Indicates that a place or facility was closed for redevelopment and subsequently opened again once the redevelopment was completed.
-
C.
redevelopmentFor
Indicates a relationship where one entity is intended, designated, or used for the redevelopment of another entity.
-
D.
majorRedevelopmentPeriod
Indicates a time span during which a place or structure underwent significant redevelopment or large-scale renovation.
-
E.
redevelopmentStartDate
Indicates the date on which a redevelopment project or process officially begins.
- F. None of above. chosen
Provenance (7 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_69b3454595848190a0e6bbb6a2bea040 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35060b70081908479c95b2afe8ec5 |
completed | March 12, 2026, 11:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5c72bec388190b03048507e2e6858 |
completed | March 14, 2026, 8:38 p.m. |
| NEDg | Description generation | batch_69b5c7ab41fc81909813233bd729e989 |
completed | March 14, 2026, 8:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5c81d6e188190a1f0f21a990943d0 |
completed | March 14, 2026, 8:42 p.m. |
| PD | Predicate disambiguation | batch_69b347fc4c0c8190a7fcd814e27308a5 |
completed | March 12, 2026, 11:10 p.m. |
| PDg | Predicate description generation | batch_69b34e0606488190baadf469a1afc3c2 |
completed | March 12, 2026, 11:36 p.m. |
Created at: March 12, 2026, 11:08 p.m.