Triple

T4221588
Position Surface form Disambiguated ID Type / Status
Subject Cambridge life sciences ecosystem E94351 entity
Predicate hasKeyCompany P51457 FINISHED
Object Horizon Discovery
Horizon Discovery is a biotechnology company specializing in gene editing and cell-based research tools used for drug discovery and development.
 E422481 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: Horizon Discovery | Statement: [Cambridge life sciences ecosystem, hasKeyCompany, Horizon Discovery]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Horizon Discovery
Context triple: [Cambridge life sciences ecosystem, hasKeyCompany, Horizon Discovery]
  • A. 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.
  • B. Pacific Biosciences
    Pacific Biosciences is a biotechnology company specializing in advanced DNA sequencing technologies, particularly long-read sequencing platforms used in genomics research.
  • C. Insitro
    Insitro is a biotechnology company that uses machine learning and high-throughput biology to accelerate drug discovery and development.
  • D. 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.
  • E. Alnylam Pharmaceuticals
    Alnylam Pharmaceuticals is a biopharmaceutical company specializing in the development of RNA interference (RNAi)-based therapeutics for genetically defined diseases.
  • 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: Horizon Discovery
Triple: [Cambridge life sciences ecosystem, hasKeyCompany, Horizon Discovery]
Generated description
Horizon Discovery is a biotechnology company specializing in gene editing and cell-based research tools used for drug discovery and development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Horizon Discovery
Target entity description: Horizon Discovery is a biotechnology company specializing in gene editing and cell-based research tools used for drug discovery and development.
  • A. 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.
  • B. Pacific Biosciences
    Pacific Biosciences is a biotechnology company specializing in advanced DNA sequencing technologies, particularly long-read sequencing platforms used in genomics research.
  • C. Insitro
    Insitro is a biotechnology company that uses machine learning and high-throughput biology to accelerate drug discovery and development.
  • D. 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.
  • E. Alnylam Pharmaceuticals
    Alnylam Pharmaceuticals is a biopharmaceutical company specializing in the development of RNA interference (RNAi)-based therapeutics for genetically defined diseases.
  • 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.