Triple
T4094180
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Springer |
E87773
|
entity |
| Predicate | brand |
P1500
|
FINISHED |
| Object |
SpringerLink
SpringerLink is a comprehensive online platform providing access to millions of scientific, technical, and medical books, journals, and reference works published by Springer.
|
E87773
|
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: SpringerLink | Statement: [Springer, brand, SpringerLink]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: SpringerLink Context triple: [Springer, brand, SpringerLink]
-
A.
ScienceDirect
ScienceDirect is a leading full-text scientific database providing access to a large collection of peer-reviewed journals and books across numerous disciplines.
-
B.
Wiley Online Library
Wiley Online Library is a major digital platform providing access to a wide range of scholarly journals, books, and reference works across numerous academic disciplines.
-
C.
Springer
Springer is a major global academic publishing company known for its extensive catalog of scientific, technical, and medical books and journals.
-
D.
Directory of Open Access Journals
The Directory of Open Access Journals (DOAJ) is an online index that curates and provides access to high-quality, peer-reviewed open access scholarly journals from around the world.
-
E.
Scopus
Scopus is a large abstract and citation database of peer-reviewed literature covering scientific, technical, medical, and social science research.
- 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: SpringerLink Triple: [Springer, brand, SpringerLink]
Generated description
SpringerLink is a comprehensive online platform providing access to millions of scientific, technical, and medical books, journals, and reference works published by Springer.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: SpringerLink Target entity description: SpringerLink is a comprehensive online platform providing access to millions of scientific, technical, and medical books, journals, and reference works published by Springer.
-
A.
ScienceDirect
ScienceDirect is a leading full-text scientific database providing access to a large collection of peer-reviewed journals and books across numerous disciplines.
-
B.
Wiley Online Library
Wiley Online Library is a major digital platform providing access to a wide range of scholarly journals, books, and reference works across numerous academic disciplines.
-
C.
Springer
chosen
Springer is a major global academic publishing company known for its extensive catalog of scientific, technical, and medical books and journals.
-
D.
Directory of Open Access Journals
The Directory of Open Access Journals (DOAJ) is an online index that curates and provides access to high-quality, peer-reviewed open access scholarly journals from around the world.
-
E.
Scopus
Scopus is a large abstract and citation database of peer-reviewed literature covering scientific, technical, medical, and social science research.
- 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_69aed94425148190be337845d56fac22 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefcdc1ce08190922f55f812b0fda3 |
completed | March 9, 2026, 5:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b56b6f8bb081908aa2d126fe3c9502 |
completed | March 14, 2026, 2:06 p.m. |
| NEDg | Description generation | batch_69b56f3cf1d081908e2fb778433fb2e8 |
completed | March 14, 2026, 2:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b56f99d490819093f92b4db63c5375 |
completed | March 14, 2026, 2:24 p.m. |
Created at: March 9, 2026, 3:40 p.m.