Triple
T18651559
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zebra Technologies |
E455951
|
entity |
| Predicate | formerName |
P65
|
FINISHED |
| Object |
Data Specialties Incorporated
Data Specialties Incorporated was the former corporate name of Zebra Technologies, a company known for its barcode printing, RFID, and data capture solutions.
|
E1335992
|
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: Data Specialties Incorporated | Statement: [Zebra Technologies, formerName, Data Specialties Incorporated]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Data Specialties Incorporated Context triple: [Zebra Technologies, formerName, Data Specialties Incorporated]
-
A.
Cortellis
Cortellis is a life sciences intelligence and analytics platform that provides pharmaceutical and biotech companies with data and insights to support drug discovery, development, and commercialization decisions.
-
B.
Cloud Healthcare API
Cloud Healthcare API is a Google Cloud service that enables secure storage, management, and exchange of healthcare data using standard formats like HL7, FHIR, and DICOM.
-
C.
Patient Demographics Supplier
Patient Demographics Supplier is a healthcare information system component that provides authoritative patient identity and demographic data in response to queries from other systems.
-
D.
Digital Outcomes and Specialists
Digital Outcomes and Specialists is a UK government procurement framework that enables public sector organisations to buy digital project teams and specialist IT services from pre-approved suppliers.
-
E.
Crunchbase
Crunchbase is an online platform that provides comprehensive business information about private and public companies, including funding rounds, investors, and key people.
- 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: Data Specialties Incorporated Triple: [Zebra Technologies, formerName, Data Specialties Incorporated]
Generated description
Data Specialties Incorporated was the former corporate name of Zebra Technologies, a company known for its barcode printing, RFID, and data capture solutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Data Specialties Incorporated Target entity description: Data Specialties Incorporated was the former corporate name of Zebra Technologies, a company known for its barcode printing, RFID, and data capture solutions.
-
A.
Cortellis
Cortellis is a life sciences intelligence and analytics platform that provides pharmaceutical and biotech companies with data and insights to support drug discovery, development, and commercialization decisions.
-
B.
Cloud Healthcare API
Cloud Healthcare API is a Google Cloud service that enables secure storage, management, and exchange of healthcare data using standard formats like HL7, FHIR, and DICOM.
-
C.
Patient Demographics Supplier
Patient Demographics Supplier is a healthcare information system component that provides authoritative patient identity and demographic data in response to queries from other systems.
-
D.
Digital Outcomes and Specialists
Digital Outcomes and Specialists is a UK government procurement framework that enables public sector organisations to buy digital project teams and specialist IT services from pre-approved suppliers.
-
E.
Crunchbase
Crunchbase is an online platform that provides comprehensive business information about private and public companies, including funding rounds, investors, and key people.
- 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_69d8d38ea1e88190997e9b231190ba6f |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e55011a8208190acf5e6f69a441043 |
completed | April 19, 2026, 9:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05171ec7708190be7531acb3a265cc |
completed | May 14, 2026, 12:28 a.m. |
| NEDg | Description generation | batch_6a05182b38848190ad50785ba1a884ea |
completed | May 14, 2026, 12:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0518e6358c8190ac5f67300d63f852 |
completed | May 14, 2026, 12:35 a.m. |
Created at: April 10, 2026, 11:47 a.m.