Triple
T17348699
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Informa plc |
E421750
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Informa Tech
Informa Tech is a business division of Informa plc that focuses on technology-related events, research, media, and market intelligence for the global tech industry.
|
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 Tech | Statement: [Informa plc, hasDivision, Informa Tech]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Informa Tech Context triple: [Informa plc, hasDivision, Informa Tech]
-
A.
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.
-
B.
UBM Tech
UBM Tech was a business-to-business media and information company focused on the technology industry, known for publishing specialized tech publications and running industry events and conferences.
-
C.
IDG World Expo
IDG World Expo is a trade show and conference organizer known for producing major technology events and exhibitions worldwide.
-
D.
Reed Exhibitions
Reed Exhibitions is a global events and trade show organizer known for producing large-scale exhibitions and conferences across diverse industries worldwide.
-
E.
BIO International Convention
The BIO International Convention is a major global biotechnology industry conference that brings together leaders from biotech, pharma, academia, and policy to showcase innovations, forge partnerships, and discuss trends shaping the life sciences sector.
- 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 Tech Triple: [Informa plc, hasDivision, Informa Tech]
Generated description
Informa Tech is a business division of Informa plc that focuses on technology-related events, research, media, and market intelligence for the global tech industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Informa Tech Target entity description: Informa Tech is a business division of Informa plc that focuses on technology-related events, research, media, and market intelligence for the global tech industry.
-
A.
Informa plc
chosen
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.
-
B.
UBM Tech
UBM Tech was a business-to-business media and information company focused on the technology industry, known for publishing specialized tech publications and running industry events and conferences.
-
C.
IDG World Expo
IDG World Expo is a trade show and conference organizer known for producing major technology events and exhibitions worldwide.
-
D.
Reed Exhibitions
Reed Exhibitions is a global events and trade show organizer known for producing large-scale exhibitions and conferences across diverse industries worldwide.
-
E.
BIO International Convention
The BIO International Convention is a major global biotechnology industry conference that brings together leaders from biotech, pharma, academia, and policy to showcase innovations, forge partnerships, and discuss trends shaping the life sciences sector.
- F. None of above.
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_69d889d520008190a26917a95bf1c2ea |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43a2af5f88190b4c292ca30993b36 |
completed | April 19, 2026, 2:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01955658b88190bce3fb2b5738afc6 |
completed | May 11, 2026, 8:37 a.m. |
| NEDg | Description generation | batch_6a019b79d7148190abf4b41f0c84c62e |
completed | May 11, 2026, 9:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a019c1b60f08190a6469602751e3471 |
completed | May 11, 2026, 9:06 a.m. |
Created at: April 10, 2026, 5:44 a.m.