Triple

T31547429

Position	Surface form	Disambiguated ID	Type / Status
Subject	Philadelphia City Planning Commission	`E804906`	entity
Predicate	appliesPlanningCode	`P48085`	FINISHED
Object	Philadelphia Zoning Code The Philadelphia Zoning Code is the set of laws that regulates how land and buildings can be used and developed throughout the city of Philadelphia.	`E1967876`	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: Philadelphia Zoning Code | Statement: [Philadelphia City Planning Commission, appliesPlanningCode, Philadelphia Zoning Code]

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 Zoning Code
Triple: [Philadelphia City Planning Commission, appliesPlanningCode, Philadelphia Zoning Code]

Generated description

The Philadelphia Zoning Code is the set of laws that regulates how land and buildings can be used and developed throughout the city of Philadelphia.

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: appliesPlanningCode
Context triple: [Philadelphia City Planning Commission, appliesPlanningCode, Philadelphia Zoning Code]

A. planningCode
Indicates that an entity is associated with a specific planning classification or code used to govern or describe how it should be planned or managed.
B. appliesCode chosen
Indicates that one entity enforces, executes, or puts into effect a specific code, rule set, or coding scheme on another entity or context.
C. hasPlanningAssociation
Indicates a relationship where one entity is involved with, linked to, or considered in the planning or preparation activities of another entity.
D. plannedUnder
Indicates that one entity has been scheduled, organized, or arranged to occur within the scope, authority, or framework of another entity.
E. hasPlanningType
Indicates that an entity is associated with a specific category or type used for planning or scheduling purposes.
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_69f348d11a048190a65eb8384a3754ac`	completed	April 30, 2026, 12:19 p.m.
NER	Named-entity recognition	`batch_69fe5d58c3e48190910aa3c23485e2c4`	completed	May 8, 2026, 10:02 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a2b2d8c27088190b2f7a288d0393882`	completed	June 11, 2026, 9:50 p.m.
NEDg	Description generation	`batch_6a2b2f5054b4819086f23e307e2e0a47`	completed	June 11, 2026, 9:57 p.m.
NED2	Entity disambiguation (via description)	`batch_6a2b2fd806b88190805273b42e62a52f`	completed	June 11, 2026, 9:59 p.m.
PD	Predicate disambiguation	`batch_69fe5c92090c8190bcfa412c0a3619df`	completed	May 8, 2026, 9:58 p.m.

Created at: April 30, 2026, 10:09 p.m.