Triple
T22156115
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shaler Township, Pennsylvania |
E547541
|
entity |
| Predicate | followsBuildingCode |
P29233
|
FINISHED |
| Object |
Pennsylvania Uniform Construction Code
The Pennsylvania Uniform Construction Code is the statewide building code that sets minimum standards for construction, safety, and accessibility for buildings throughout Pennsylvania.
|
E1522177
|
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: Pennsylvania Uniform Construction Code | Statement: [Shaler Township, Pennsylvania, followsBuildingCode, Pennsylvania Uniform Construction Code]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Uniform Construction Code Context triple: [Shaler Township, Pennsylvania, followsBuildingCode, Pennsylvania Uniform Construction Code]
-
A.
New Jersey Uniform Construction Code enforcement
New Jersey Uniform Construction Code enforcement is the statewide regulatory system that ensures building construction and safety standards are consistently applied and upheld across New Jersey.
-
B.
New York State Energy Conservation Construction Code
The New York State Energy Conservation Construction Code is a statewide building energy code that sets minimum efficiency and performance standards for the design, construction, and renovation of buildings in New York to reduce energy consumption and associated costs.
-
C.
Massachusetts State Building Code
The Massachusetts State Building Code is a statewide set of regulations that governs the design, construction, alteration, and maintenance of buildings in Massachusetts to ensure safety, accessibility, and energy efficiency.
-
D.
New York State Uniform Fire Prevention and Building Code
The New York State Uniform Fire Prevention and Building Code is a statewide set of construction and safety standards designed to protect public health, safety, and welfare by regulating building design, materials, and fire protection measures across New York.
-
E.
International Building Code
The International Building Code is a model building code developed by the International Code Council that provides standardized, comprehensive regulations for the design and construction of buildings to ensure public health, safety, and welfare.
- 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: Pennsylvania Uniform Construction Code Triple: [Shaler Township, Pennsylvania, followsBuildingCode, Pennsylvania Uniform Construction Code]
Generated description
The Pennsylvania Uniform Construction Code is the statewide building code that sets minimum standards for construction, safety, and accessibility for buildings throughout Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Uniform Construction Code Target entity description: The Pennsylvania Uniform Construction Code is the statewide building code that sets minimum standards for construction, safety, and accessibility for buildings throughout Pennsylvania.
-
A.
New Jersey Uniform Construction Code enforcement
New Jersey Uniform Construction Code enforcement is the statewide regulatory system that ensures building construction and safety standards are consistently applied and upheld across New Jersey.
-
B.
New York State Energy Conservation Construction Code
The New York State Energy Conservation Construction Code is a statewide building energy code that sets minimum efficiency and performance standards for the design, construction, and renovation of buildings in New York to reduce energy consumption and associated costs.
-
C.
Massachusetts State Building Code
The Massachusetts State Building Code is a statewide set of regulations that governs the design, construction, alteration, and maintenance of buildings in Massachusetts to ensure safety, accessibility, and energy efficiency.
-
D.
New York State Uniform Fire Prevention and Building Code
The New York State Uniform Fire Prevention and Building Code is a statewide set of construction and safety standards designed to protect public health, safety, and welfare by regulating building design, materials, and fire protection measures across New York.
-
E.
International Building Code
The International Building Code is a model building code developed by the International Code Council that provides standardized, comprehensive regulations for the design and construction of buildings to ensure public health, safety, and welfare.
- 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_69e11e3b52088190ad5df386d01eb2fb |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12a29eb848190b0531ce7e45b1003 |
completed | April 28, 2026, 9:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a970c925481908d8f1135703f7050 |
completed | May 18, 2026, 4:35 a.m. |
| NEDg | Description generation | batch_6a0a97e509a88190a7f316cf340d010a |
completed | May 18, 2026, 4:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a987daa208190bab5b7adec1913e8 |
completed | May 18, 2026, 4:41 a.m. |
Created at: April 16, 2026, 8:33 p.m.