Triple
T15572609
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Edward H. Bennett |
E374282
|
entity |
| Predicate | workedOn |
P3
|
FINISHED |
| Object | Chicago lakefront development plans |
E1905
|
NE FINISHED |
How this triple was built (2 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: Chicago lakefront development plans | Statement: [Edward H. Bennett, workedOn, Chicago lakefront development plans]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chicago lakefront development plans Context triple: [Edward H. Bennett, workedOn, Chicago lakefront development plans]
-
A.
Chicago Lakefront
chosen
Chicago Lakefront is the scenic shoreline area along Lake Michigan in Chicago, known for its parks, beaches, trails, and iconic skyline views.
-
B.
Chicago West Side planning region
The Chicago West Side planning region is an area of Chicago used for urban planning and community development that encompasses neighborhoods such as Homan Square and other nearby West Side communities.
-
C.
Toronto waterfront revitalization
Toronto waterfront revitalization is a long-term urban renewal initiative transforming Toronto’s former industrial lakefront into a mixed-use, sustainable district with parks, housing, and public spaces.
-
D.
Chicago Commons
Chicago Commons is a historic social settlement house in Chicago that provided educational, social, and civic services to immigrant and working-class communities as part of the broader settlement house movement.
-
E.
Detroit urban renewal program
The Detroit urban renewal program was a mid-20th-century initiative that cleared and redeveloped large sections of the city, replacing older neighborhoods with modernist housing complexes, commercial areas, and new infrastructure.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d85ccd575081908909b71a3f3e3a61 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04e2025888190a2b6240296bba13e |
completed | April 16, 2026, 2:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff4c4767e48190a180062688cdc245 |
completed | May 9, 2026, 3:01 p.m. |
Created at: April 10, 2026, 4:10 a.m.