Triple
T4231886
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taylor & Francis journals |
E94598
|
entity |
| Predicate | parentCompany |
P254
|
FINISHED |
| Object |
Informa plc
Informa plc is a British multinational publishing, business intelligence, and events company known for owning academic publisher Taylor & Francis and organizing major trade exhibitions and conferences worldwide.
|
E421750
|
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: Informa plc | Statement: [Taylor & Francis journals, parentCompany, Informa plc]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Informa plc Context triple: [Taylor & Francis journals, parentCompany, Informa plc]
-
A.
Wolters Kluwer
Wolters Kluwer is a global information services and publishing company specializing in professional solutions for the legal, tax, accounting, health, and regulatory sectors.
-
B.
Egmont Group
Egmont Group is an international network of national financial intelligence units that collaborate to combat money laundering, terrorist financing, and other financial crimes.
-
C.
Thomson Reuters
Thomson Reuters is a multinational media and information services company best known for providing news, legal, financial, and business information to professionals worldwide.
-
D.
Reach plc
Reach plc is a major British newspaper and digital publisher that owns and operates numerous national and regional media brands across the UK, including the Daily Mirror.
-
E.
Encyclopaedia Britannica Group
Encyclopaedia Britannica Group is the corporate entity that oversees the Encyclopaedia Britannica brand and its related educational and reference publishing operations.
- 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: Informa plc Triple: [Taylor & Francis journals, parentCompany, Informa plc]
Generated description
Informa plc is a British multinational publishing, business intelligence, and events company known for owning academic publisher Taylor & Francis and organizing major trade exhibitions and conferences worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Informa plc Target entity description: Informa plc is a British multinational publishing, business intelligence, and events company known for owning academic publisher Taylor & Francis and organizing major trade exhibitions and conferences worldwide.
-
A.
Wolters Kluwer
Wolters Kluwer is a global information services and publishing company specializing in professional solutions for the legal, tax, accounting, health, and regulatory sectors.
-
B.
Egmont Group
Egmont Group is an international network of national financial intelligence units that collaborate to combat money laundering, terrorist financing, and other financial crimes.
-
C.
Thomson Reuters
Thomson Reuters is a multinational media and information services company best known for providing news, legal, financial, and business information to professionals worldwide.
-
D.
Reach plc
Reach plc is a major British newspaper and digital publisher that owns and operates numerous national and regional media brands across the UK, including the Daily Mirror.
-
E.
Encyclopaedia Britannica Group
Encyclopaedia Britannica Group is the corporate entity that oversees the Encyclopaedia Britannica brand and its related educational and reference publishing operations.
- 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_69b34537cc6481909cd0a96acbb33ef7 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e642aac8190977dd101e27afcbb |
completed | March 12, 2026, 11:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b596516fd88190b8497ccc7efc7f49 |
completed | March 14, 2026, 5:09 p.m. |
| NEDg | Description generation | batch_69b59731052881908d9358dc629a4018 |
completed | March 14, 2026, 5:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b597c529a08190bbf2af92bfef1aa2 |
completed | March 14, 2026, 5:15 p.m. |
Created at: March 12, 2026, 11:05 p.m.