Triple
T4221590
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambridge life sciences ecosystem |
E94351
|
entity |
| Predicate | hasKeyCompany |
P51457
|
FINISHED |
| Object |
Cambridge Epigenetix
Cambridge Epigenetix is a biotechnology company specializing in epigenetic sequencing technologies that enable more detailed and cost-effective analysis of DNA modifications for research and clinical applications.
|
E422483
|
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 Epigenetix | Statement: [Cambridge life sciences ecosystem, hasKeyCompany, Cambridge Epigenetix]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cambridge Epigenetix Context triple: [Cambridge life sciences ecosystem, hasKeyCompany, Cambridge Epigenetix]
-
A.
Pacific Biosciences
Pacific Biosciences is a biotechnology company specializing in advanced DNA sequencing technologies, particularly long-read sequencing platforms used in genomics research.
-
B.
Insitro
Insitro is a biotechnology company that uses machine learning and high-throughput biology to accelerate drug discovery and development.
-
C.
Illumina
Illumina is a biotechnology company best known for developing and manufacturing advanced DNA sequencing and array-based technologies used in genomics research and clinical applications.
-
D.
Yale Center for Genomic Health
The Yale Center for Genomic Health is a research and clinical center at Yale focused on advancing precision medicine through genomic analysis, interpretation, and integration into patient care.
-
E.
Eurofins Scientific
Eurofins Scientific is a global leader in bioanalytical testing services, specializing in food, environmental, pharmaceutical, and clinical laboratory analysis.
- 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 Epigenetix Triple: [Cambridge life sciences ecosystem, hasKeyCompany, Cambridge Epigenetix]
Generated description
Cambridge Epigenetix is a biotechnology company specializing in epigenetic sequencing technologies that enable more detailed and cost-effective analysis of DNA modifications for research and clinical applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cambridge Epigenetix Target entity description: Cambridge Epigenetix is a biotechnology company specializing in epigenetic sequencing technologies that enable more detailed and cost-effective analysis of DNA modifications for research and clinical applications.
-
A.
Pacific Biosciences
Pacific Biosciences is a biotechnology company specializing in advanced DNA sequencing technologies, particularly long-read sequencing platforms used in genomics research.
-
B.
Insitro
Insitro is a biotechnology company that uses machine learning and high-throughput biology to accelerate drug discovery and development.
-
C.
Illumina
Illumina is a biotechnology company best known for developing and manufacturing advanced DNA sequencing and array-based technologies used in genomics research and clinical applications.
-
D.
Yale Center for Genomic Health
The Yale Center for Genomic Health is a research and clinical center at Yale focused on advancing precision medicine through genomic analysis, interpretation, and integration into patient care.
-
E.
Eurofins Scientific
Eurofins Scientific is a global leader in bioanalytical testing services, specializing in food, environmental, pharmaceutical, and clinical laboratory analysis.
- 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_69b34f7d20b48190a404638c68c31026 |
completed | March 12, 2026, 11:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b59642720c81908e68a56b3d30eef9 |
completed | March 14, 2026, 5:09 p.m. |
| NEDg | Description generation | batch_69b596cb73ac81909f83daca406ad8c4 |
completed | March 14, 2026, 5:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b59a9c386081909c21ad554d403bfc |
completed | March 14, 2026, 5:27 p.m. |
Created at: March 12, 2026, 11:04 p.m.