Triple
T4221589
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambridge life sciences ecosystem |
E94351
|
entity |
| Predicate | hasKeyCompany |
P51457
|
FINISHED |
| Object |
Abcam
Abcam is a biotechnology company specializing in the production and distribution of research-grade antibodies and related reagents for life science research.
|
E422482
|
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: Abcam | Statement: [Cambridge life sciences ecosystem, hasKeyCompany, Abcam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Abcam Context triple: [Cambridge life sciences ecosystem, hasKeyCompany, Abcam]
-
A.
MilliporeSigma
MilliporeSigma is the U.S. and Canada life science business of Merck KGaA, Darmstadt, Germany, providing laboratory chemicals, equipment, and services to research, pharmaceutical, and biotech customers.
-
B.
Thermo Fisher Scientific
Thermo Fisher Scientific is a leading American biotechnology and laboratory equipment company that provides scientific instruments, reagents, and services to research, healthcare, and industrial customers worldwide.
-
C.
Eurofins Scientific
Eurofins Scientific is a global leader in bioanalytical testing services, specializing in food, environmental, pharmaceutical, and clinical laboratory analysis.
-
D.
Genmab
Genmab is a Danish biotechnology company specializing in the development of antibody-based cancer therapies.
-
E.
Lonza
Lonza is a global Swiss-based life sciences company specializing in pharmaceutical, biotech, and nutrition products and services, particularly in contract development and manufacturing.
- 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: Abcam Triple: [Cambridge life sciences ecosystem, hasKeyCompany, Abcam]
Generated description
Abcam is a biotechnology company specializing in the production and distribution of research-grade antibodies and related reagents for life science research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Abcam Target entity description: Abcam is a biotechnology company specializing in the production and distribution of research-grade antibodies and related reagents for life science research.
-
A.
MilliporeSigma
MilliporeSigma is the U.S. and Canada life science business of Merck KGaA, Darmstadt, Germany, providing laboratory chemicals, equipment, and services to research, pharmaceutical, and biotech customers.
-
B.
Thermo Fisher Scientific
Thermo Fisher Scientific is a leading American biotechnology and laboratory equipment company that provides scientific instruments, reagents, and services to research, healthcare, and industrial customers worldwide.
-
C.
Eurofins Scientific
Eurofins Scientific is a global leader in bioanalytical testing services, specializing in food, environmental, pharmaceutical, and clinical laboratory analysis.
-
D.
Genmab
Genmab is a Danish biotechnology company specializing in the development of antibody-based cancer therapies.
-
E.
Lonza
Lonza is a global Swiss-based life sciences company specializing in pharmaceutical, biotech, and nutrition products and services, particularly in contract development and manufacturing.
- 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.