Triple
T17567646
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Nutter |
E427856
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Philadelphia Actual Value Initiative (AVI)
The Philadelphia Actual Value Initiative (AVI) is a comprehensive property tax reform program that restructured how real estate is assessed and taxed in Philadelphia to more accurately reflect current market values.
|
E1274865
|
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: Philadelphia Actual Value Initiative (AVI) | Statement: [Michael Nutter, notableWork, Philadelphia Actual Value Initiative (AVI)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Philadelphia Actual Value Initiative (AVI) Context triple: [Michael Nutter, notableWork, Philadelphia Actual Value Initiative (AVI)]
-
A.
Philadelphia Office of Transportation, Infrastructure, and Sustainability
The Philadelphia Office of Transportation, Infrastructure, and Sustainability is a municipal agency responsible for planning, managing, and improving the city’s transportation systems, public infrastructure, and environmental sustainability initiatives.
-
B.
Philadelphia Office of Community Empowerment and Opportunity
The Philadelphia Office of Community Empowerment and Opportunity is the City of Philadelphia’s anti-poverty agency, responsible for coordinating programs and policies that promote economic mobility and reduce poverty among residents.
-
C.
Pittsburgh Project
The Pittsburgh Project is W. Eugene Smith’s monumental, unfinished photo-essay documenting the city of Pittsburgh through thousands of intensely detailed, black-and-white images.
-
D.
University City, Philadelphia
University City, Philadelphia is a vibrant West Philadelphia neighborhood known for its concentration of major universities, research institutions, and cultural venues.
-
E.
New Philadelphia
New Philadelphia is a suburban municipality in the northeastern part of the Athens metropolitan area in Greece.
- 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: Philadelphia Actual Value Initiative (AVI) Triple: [Michael Nutter, notableWork, Philadelphia Actual Value Initiative (AVI)]
Generated description
The Philadelphia Actual Value Initiative (AVI) is a comprehensive property tax reform program that restructured how real estate is assessed and taxed in Philadelphia to more accurately reflect current market values.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Philadelphia Actual Value Initiative (AVI) Target entity description: The Philadelphia Actual Value Initiative (AVI) is a comprehensive property tax reform program that restructured how real estate is assessed and taxed in Philadelphia to more accurately reflect current market values.
-
A.
Philadelphia Office of Transportation, Infrastructure, and Sustainability
The Philadelphia Office of Transportation, Infrastructure, and Sustainability is a municipal agency responsible for planning, managing, and improving the city’s transportation systems, public infrastructure, and environmental sustainability initiatives.
-
B.
Philadelphia Office of Community Empowerment and Opportunity
The Philadelphia Office of Community Empowerment and Opportunity is the City of Philadelphia’s anti-poverty agency, responsible for coordinating programs and policies that promote economic mobility and reduce poverty among residents.
-
C.
Pittsburgh Project
The Pittsburgh Project is W. Eugene Smith’s monumental, unfinished photo-essay documenting the city of Pittsburgh through thousands of intensely detailed, black-and-white images.
-
D.
University City, Philadelphia
University City, Philadelphia is a vibrant West Philadelphia neighborhood known for its concentration of major universities, research institutions, and cultural venues.
-
E.
New Philadelphia
New Philadelphia is a suburban municipality in the northeastern part of the Athens metropolitan area in Greece.
- 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_69d889e0385081908a04b66f4dd4bd0d |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e4592e56e481909249b831cecc31d5 |
completed | April 19, 2026, 4:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01d29af2e08190bcc3efd0ac3e3b08 |
completed | May 11, 2026, 12:59 p.m. |
| NEDg | Description generation | batch_6a01d38cff78819099702b41d8285e95 |
completed | May 11, 2026, 1:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01d425f9748190b64a0a01fd1a20d0 |
completed | May 11, 2026, 1:05 p.m. |
Created at: April 10, 2026, 5:50 a.m.