Triple
T3400557
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Agilent Technologies |
E71640
|
entity |
| Predicate | hasBusinessSegment |
P1670
|
FINISHED |
| Object |
Life Sciences and Applied Markets
Life Sciences and Applied Markets is an Agilent Technologies business segment that provides instruments, software, and services for life science research, clinical diagnostics, and a wide range of applied testing markets such as environmental, food, and forensics.
|
E355931
|
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: Life Sciences and Applied Markets | Statement: [Agilent Technologies, hasBusinessSegment, Life Sciences and Applied Markets]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Life Sciences and Applied Markets Context triple: [Agilent Technologies, hasBusinessSegment, Life Sciences and Applied Markets]
-
A.
Biotechnology Regulatory Services
Biotechnology Regulatory Services is a division of the U.S. Department of Agriculture that oversees the safe development, testing, and release of genetically engineered organisms in agriculture and the environment.
-
B.
Natural and Applied Sciences
Natural and Applied Sciences is an academic division at Hope College that encompasses scientific and technical disciplines focused on understanding natural phenomena and applying scientific principles to real-world problems.
-
C.
Life Sciences campus
The Life Sciences campus is a specialized research and teaching site of the University of Basel focused on biology, medicine, and related biomedical disciplines.
-
D.
Science and Innovation
Science and Innovation is a category of the UNEP Champions of the Earth awards that honors individuals or organizations whose scientific research and technological advances drive significant environmental progress.
-
E.
Cambridge life sciences ecosystem
The Cambridge life sciences ecosystem is a globally renowned cluster of research institutes, biotech companies, academic centers, and innovation hubs driving cutting-edge biomedical and life science research and commercialization in and around Cambridge, UK.
- 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: Life Sciences and Applied Markets Triple: [Agilent Technologies, hasBusinessSegment, Life Sciences and Applied Markets]
Generated description
Life Sciences and Applied Markets is an Agilent Technologies business segment that provides instruments, software, and services for life science research, clinical diagnostics, and a wide range of applied testing markets such as environmental, food, and forensics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Life Sciences and Applied Markets Target entity description: Life Sciences and Applied Markets is an Agilent Technologies business segment that provides instruments, software, and services for life science research, clinical diagnostics, and a wide range of applied testing markets such as environmental, food, and forensics.
-
A.
Biotechnology Regulatory Services
Biotechnology Regulatory Services is a division of the U.S. Department of Agriculture that oversees the safe development, testing, and release of genetically engineered organisms in agriculture and the environment.
-
B.
Natural and Applied Sciences
Natural and Applied Sciences is an academic division at Hope College that encompasses scientific and technical disciplines focused on understanding natural phenomena and applying scientific principles to real-world problems.
-
C.
Life Sciences campus
The Life Sciences campus is a specialized research and teaching site of the University of Basel focused on biology, medicine, and related biomedical disciplines.
-
D.
Science and Innovation
Science and Innovation is a category of the UNEP Champions of the Earth awards that honors individuals or organizations whose scientific research and technological advances drive significant environmental progress.
-
E.
Cambridge life sciences ecosystem
The Cambridge life sciences ecosystem is a globally renowned cluster of research institutes, biotech companies, academic centers, and innovation hubs driving cutting-edge biomedical and life science research and commercialization in and around Cambridge, UK.
- 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_69ad85aac4808190a092c9cc8911f584 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb8c80e0081909c3d5f95ab6f55a0 |
completed | March 8, 2026, 5:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b34bd01e108190995dcd3cb8ead793 |
completed | March 12, 2026, 11:27 p.m. |
| NEDg | Description generation | batch_69b34e4792608190b74e02e065d4bc68 |
completed | March 12, 2026, 11:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3525f44948190af72b177193edca4 |
completed | March 12, 2026, 11:55 p.m. |
Created at: March 8, 2026, 3:14 p.m.