Triple
T12838358
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sorocaba |
E306978
|
entity |
| Predicate | hasIndustrialDistrict |
P13026
|
FINISHED |
| Object |
Distrito Industrial de Sorocaba
Distrito Industrial de Sorocaba is a major industrial zone in Sorocaba, Brazil, that concentrates manufacturing plants and logistics facilities to support the city’s economic development.
|
E1004130
|
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: Distrito Industrial de Sorocaba | Statement: [Sorocaba, hasIndustrialDistrict, Distrito Industrial de Sorocaba]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Distrito Industrial de Sorocaba Context triple: [Sorocaba, hasIndustrialDistrict, Distrito Industrial de Sorocaba]
-
A.
Distrito Industrial de Campinas
Distrito Industrial de Campinas is a major industrial zone in the city of Campinas, São Paulo, Brazil, hosting a concentration of manufacturing and logistics companies that drive the region’s economic activity.
-
B.
Metropolitan Region of Sorocaba
The Metropolitan Region of Sorocaba is an officially designated metropolitan area in the state of São Paulo, Brazil, centered on the city of Sorocaba and encompassing several surrounding municipalities for integrated regional planning and development.
-
C.
industrial corridor of São Paulo state
The industrial corridor of São Paulo state is a major Brazilian manufacturing and logistics belt that concentrates a large share of the country’s industrial output along key urban and transportation axes.
-
D.
Sorocaba
Sorocaba is a major industrial and commercial city in southeastern Brazil, located in the interior of the state of São Paulo.
-
E.
Ipiranga district
The Ipiranga district is a historic neighborhood in São Paulo, Brazil, known as the site where Brazilian independence was proclaimed and home to key national monuments and museums.
- 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: Distrito Industrial de Sorocaba Triple: [Sorocaba, hasIndustrialDistrict, Distrito Industrial de Sorocaba]
Generated description
Distrito Industrial de Sorocaba is a major industrial zone in Sorocaba, Brazil, that concentrates manufacturing plants and logistics facilities to support the city’s economic development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Distrito Industrial de Sorocaba Target entity description: Distrito Industrial de Sorocaba is a major industrial zone in Sorocaba, Brazil, that concentrates manufacturing plants and logistics facilities to support the city’s economic development.
-
A.
Distrito Industrial de Campinas
Distrito Industrial de Campinas is a major industrial zone in the city of Campinas, São Paulo, Brazil, hosting a concentration of manufacturing and logistics companies that drive the region’s economic activity.
-
B.
Metropolitan Region of Sorocaba
The Metropolitan Region of Sorocaba is an officially designated metropolitan area in the state of São Paulo, Brazil, centered on the city of Sorocaba and encompassing several surrounding municipalities for integrated regional planning and development.
-
C.
industrial corridor of São Paulo state
The industrial corridor of São Paulo state is a major Brazilian manufacturing and logistics belt that concentrates a large share of the country’s industrial output along key urban and transportation axes.
-
D.
Sorocaba
Sorocaba is a major industrial and commercial city in southeastern Brazil, located in the interior of the state of São Paulo.
-
E.
Ipiranga district
The Ipiranga district is a historic neighborhood in São Paulo, Brazil, known as the site where Brazilian independence was proclaimed and home to key national monuments and museums.
- 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_69d7bdf52b94819096d6f0ba4ab50a98 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96ff11b4481909fb2f92c46186853 |
completed | April 10, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f68edd30e881909062e8f91f614990 |
completed | May 2, 2026, 11:55 p.m. |
| NEDg | Description generation | batch_69f68f8d2ca08190a385635fb6130a9f |
completed | May 2, 2026, 11:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f69033a66481908bf4ae23fced5983 |
completed | May 3, 2026, midnight |
Created at: April 9, 2026, 5:35 p.m.