Triple
T2790423
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Campinas |
E61914
|
entity |
| Predicate | hasIndustrialDistrict |
P13026
|
FINISHED |
| Object |
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.
|
E298533
|
NE FINISHED |
How this triple was built (5 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 Campinas | Statement: [Campinas, hasIndustrialDistrict, Distrito Industrial de Campinas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Distrito Industrial de Campinas Context triple: [Campinas, hasIndustrialDistrict, Distrito Industrial de Campinas]
-
A.
Hortolândia
Hortolândia is a rapidly growing municipality in southeastern Brazil, located in the metropolitan region of Campinas in the state of São Paulo and known for its industrial and technological development.
-
B.
Interlagos district, São Paulo
Interlagos district, São Paulo is a neighborhood in the southern zone of São Paulo best known for hosting the Autódromo José Carlos Pace, the city’s major Formula One racing circuit.
-
C.
São José dos Campos, Brazil
São José dos Campos, Brazil is a major industrial and technological hub in the state of São Paulo, known especially for its aerospace industry and research institutions.
-
D.
Vila Viçosa
Vila Viçosa is a historic town in Portugal renowned for its marble quarries and as a former residence of the Portuguese royal family.
-
E.
Santo André
Santo André is a major industrial and residential city in the São Paulo metropolitan region of Brazil.
- 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 Campinas Triple: [Campinas, hasIndustrialDistrict, Distrito Industrial de Campinas]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Distrito Industrial de Campinas Target entity description: 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.
-
A.
Hortolândia
Hortolândia is a rapidly growing municipality in southeastern Brazil, located in the metropolitan region of Campinas in the state of São Paulo and known for its industrial and technological development.
-
B.
Interlagos district, São Paulo
Interlagos district, São Paulo is a neighborhood in the southern zone of São Paulo best known for hosting the Autódromo José Carlos Pace, the city’s major Formula One racing circuit.
-
C.
São José dos Campos, Brazil
São José dos Campos, Brazil is a major industrial and technological hub in the state of São Paulo, known especially for its aerospace industry and research institutions.
-
D.
Vila Viçosa
Vila Viçosa is a historic town in Portugal renowned for its marble quarries and as a former residence of the Portuguese royal family.
-
E.
Santo André
Santo André is a major industrial and residential city in the São Paulo metropolitan region of Brazil.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasIndustrialDistrict Context triple: [Campinas, hasIndustrialDistrict, Distrito Industrial de Campinas]
-
A.
hasIndustrialPark
chosen
Indicates that a location or entity possesses or contains an industrial park within its area or jurisdiction.
-
B.
isIndustrialCenter
Indicates that a place functions as a major hub of industrial activity, production, or manufacturing within a region.
-
C.
hasIndustrialSector
Indicates that an entity is associated with, operates in, or belongs to a particular industrial sector or branch of economic activity.
-
D.
isIndustrialRegion
Indicates that a given area functions primarily as a center of industrial activity, characterized by significant manufacturing, production, or related industrial operations.
-
E.
hasBusinessDistrict
Indicates that a place or administrative area contains or includes a designated business district within its boundaries.
- 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_69ab4b7f51d881908768300ebd2fbdae |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdeea881481908d759c72798a50fb |
completed | March 7, 2026, 8:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc65c1f848190b6efeefb64a3e131 |
completed | March 10, 2026, 7:21 a.m. |
| NEDg | Description generation | batch_69afc6e6d4bc81908108fe24677448c3 |
completed | March 10, 2026, 7:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc7907be88190b70458ed735261e8 |
completed | March 10, 2026, 7:26 a.m. |
| PD | Predicate disambiguation | batch_69abdd025c948190a97dd961a9592bac |
completed | March 7, 2026, 8:08 a.m. |
Created at: March 6, 2026, 9:58 p.m.