Triple
T4221585
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambridge life sciences ecosystem |
E94351
|
entity |
| Predicate | hasKeyInstitution |
P11745
|
FINISHED |
| Object |
Cambridge Biomedical Innovation Hub
The Cambridge Biomedical Innovation Hub is a major research and development center that drives translational biomedical innovation within Cambridge’s world-leading life sciences cluster.
|
E424224
|
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: Cambridge Biomedical Innovation Hub | Statement: [Cambridge life sciences ecosystem, hasKeyInstitution, Cambridge Biomedical Innovation Hub]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cambridge Biomedical Innovation Hub Context triple: [Cambridge life sciences ecosystem, hasKeyInstitution, Cambridge Biomedical Innovation Hub]
-
A.
Cambridge Biomedical Campus
Cambridge Biomedical Campus is a major medical and life sciences hub in Cambridge, England, integrating leading hospitals, research institutes, and biotechnology companies.
-
B.
Cambridge Stem Cell Institute
The Cambridge Stem Cell Institute is a leading research center at the University of Cambridge dedicated to understanding stem cell biology and translating this knowledge into new treatments for human disease.
-
C.
Babraham Research Campus
Babraham Research Campus is a major life sciences research and innovation hub near Cambridge, England, focused on bioscience, biotechnology, and academic–industry collaboration.
-
D.
Cambridge Clinical Research Centre
Cambridge Clinical Research Centre is a major medical research facility based at the Cambridge Biomedical Campus, supporting advanced clinical studies and translational medicine.
-
E.
Cambridge Science Park
Cambridge Science Park is a major research and technology hub in Cambridge, England, hosting numerous high-tech companies and startups within the broader Silicon Fen cluster.
- 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: Cambridge Biomedical Innovation Hub Triple: [Cambridge life sciences ecosystem, hasKeyInstitution, Cambridge Biomedical Innovation Hub]
Generated description
The Cambridge Biomedical Innovation Hub is a major research and development center that drives translational biomedical innovation within Cambridge’s world-leading life sciences cluster.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cambridge Biomedical Innovation Hub Target entity description: The Cambridge Biomedical Innovation Hub is a major research and development center that drives translational biomedical innovation within Cambridge’s world-leading life sciences cluster.
-
A.
Cambridge Biomedical Campus
Cambridge Biomedical Campus is a major medical and life sciences hub in Cambridge, England, integrating leading hospitals, research institutes, and biotechnology companies.
-
B.
Cambridge Stem Cell Institute
The Cambridge Stem Cell Institute is a leading research center at the University of Cambridge dedicated to understanding stem cell biology and translating this knowledge into new treatments for human disease.
-
C.
Babraham Research Campus
Babraham Research Campus is a major life sciences research and innovation hub near Cambridge, England, focused on bioscience, biotechnology, and academic–industry collaboration.
-
D.
Cambridge Clinical Research Centre
Cambridge Clinical Research Centre is a major medical research facility based at the Cambridge Biomedical Campus, supporting advanced clinical studies and translational medicine.
-
E.
Cambridge Science Park
Cambridge Science Park is a major research and technology hub in Cambridge, England, hosting numerous high-tech companies and startups within the broader Silicon Fen cluster.
- 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_69b3451997e08190851db4a9a588837d |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b34e0e06d881908e3aa8ef1a90c010 |
completed | March 12, 2026, 11:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5a858a5b08190990a896265ac9725 |
completed | March 14, 2026, 6:26 p.m. |
| NEDg | Description generation | batch_69b5ac2e0824819084f02a8be9019764 |
completed | March 14, 2026, 6:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5ac9843fc8190bb4284b4e66abee5 |
completed | March 14, 2026, 6:44 p.m. |
Created at: March 12, 2026, 11:04 p.m.