Triple
T2790408
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Campinas |
E61914
|
entity |
| Predicate | hasTechnologyPark |
P32590
|
FINISHED |
| Object |
Techno Park Campinas
Techno Park Campinas is a major technology and business park in Campinas, Brazil, hosting innovative companies and research-driven enterprises in a dedicated high-tech environment.
|
E298528
|
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: Techno Park Campinas | Statement: [Campinas, hasTechnologyPark, Techno Park Campinas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Techno Park Campinas Context triple: [Campinas, hasTechnologyPark, Techno Park Campinas]
-
A.
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.
-
B.
Arena da Baixada
Arena da Baixada is a modern football stadium in Curitiba, Brazil, best known internationally for hosting matches during the 2014 FIFA World Cup.
-
C.
Arena Fonte Nova
Arena Fonte Nova is a modern football stadium in Salvador, Brazil, known for hosting major national and international matches, including games during the 2014 FIFA World Cup.
-
D.
Barueri, São Paulo, Brazil
Barueri is a rapidly growing municipality in the São Paulo metropolitan area known for its major business district Alphaville and as a hub for corporate headquarters in Brazil.
-
E.
Campo Grande park
Campo Grande park is a large, historic urban green space in Valladolid, Spain, known for its landscaped gardens, ponds, and diverse birdlife.
- 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: Techno Park Campinas Triple: [Campinas, hasTechnologyPark, Techno Park Campinas]
Generated description
Techno Park Campinas is a major technology and business park in Campinas, Brazil, hosting innovative companies and research-driven enterprises in a dedicated high-tech environment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Techno Park Campinas Target entity description: Techno Park Campinas is a major technology and business park in Campinas, Brazil, hosting innovative companies and research-driven enterprises in a dedicated high-tech environment.
-
A.
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.
-
B.
Arena da Baixada
Arena da Baixada is a modern football stadium in Curitiba, Brazil, best known internationally for hosting matches during the 2014 FIFA World Cup.
-
C.
Arena Fonte Nova
Arena Fonte Nova is a modern football stadium in Salvador, Brazil, known for hosting major national and international matches, including games during the 2014 FIFA World Cup.
-
D.
Barueri, São Paulo, Brazil
Barueri is a rapidly growing municipality in the São Paulo metropolitan area known for its major business district Alphaville and as a hub for corporate headquarters in Brazil.
-
E.
Campo Grande park
Campo Grande park is a large, historic urban green space in Valladolid, Spain, known for its landscaped gardens, ponds, and diverse birdlife.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasTechnologyPark Context triple: [Campinas, hasTechnologyPark, Techno Park Campinas]
-
A.
hasSciencePark
chosen
Indicates that one entity possesses, hosts, or includes a science park associated with it.
-
B.
hasIndustrialPark
Indicates that a location or entity possesses or contains an industrial park within its area or jurisdiction.
-
C.
hasBusinessPark
Indicates that one entity possesses, contains, or is associated with a business park as part of its facilities or properties.
-
D.
isTechnologicalHubOf
Indicates that a location serves as a central focal point for technological activity, development, or innovation for another specified area or community.
-
E.
hasInnovationHub
Indicates that an entity hosts, contains, or is associated with a dedicated center or facility focused on innovation activities.
- 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.