Triple

T17972802
Position Surface form Disambiguated ID Type / Status
Subject Flemming Ørnskov E449388 entity
Predicate employer P7 FINISHED
Object Shire plc
Shire plc was a global biopharmaceutical company, originally based in the UK and later acquired by Takeda, known for developing treatments for rare diseases and specialty conditions.
 E1299154 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: Shire plc | Statement: [Flemming Ørnskov, employer, Shire plc]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shire plc
Context triple: [Flemming Ørnskov, employer, Shire plc]
  • A. Shire
    The Shire is a peaceful, rural region in J.R.R. Tolkien's Middle-earth, inhabited primarily by hobbits and known for its pastoral beauty and simple, agrarian lifestyle.
  • B. Shire
    Shire is a town in Ethiopia’s northern Tigray Region, known as a local administrative and commercial center and for its proximity to historic sites such as Axum.
  • C. AstraZeneca
    AstraZeneca is a global biopharmaceutical company known for researching, developing, and manufacturing prescription medicines across areas such as oncology, cardiovascular, respiratory, and immunology.
  • D. Boehringer Ingelheim
    Boehringer Ingelheim is a major German research-driven pharmaceutical company known for developing prescription medicines, animal health products, and biopharmaceuticals worldwide.
  • E. Novartis
    Novartis is a global Swiss-based pharmaceutical company known for developing innovative medicines across a wide range of therapeutic areas.
  • 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: Shire plc
Triple: [Flemming Ørnskov, employer, Shire plc]
Generated description
Shire plc was a global biopharmaceutical company, originally based in the UK and later acquired by Takeda, known for developing treatments for rare diseases and specialty conditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shire plc
Target entity description: Shire plc was a global biopharmaceutical company, originally based in the UK and later acquired by Takeda, known for developing treatments for rare diseases and specialty conditions.
  • A. Shire
    The Shire is a peaceful, rural region in J.R.R. Tolkien's Middle-earth, inhabited primarily by hobbits and known for its pastoral beauty and simple, agrarian lifestyle.
  • B. Shire
    Shire is a town in Ethiopia’s northern Tigray Region, known as a local administrative and commercial center and for its proximity to historic sites such as Axum.
  • C. AstraZeneca
    AstraZeneca is a global biopharmaceutical company known for researching, developing, and manufacturing prescription medicines across areas such as oncology, cardiovascular, respiratory, and immunology.
  • D. Boehringer Ingelheim
    Boehringer Ingelheim is a major German research-driven pharmaceutical company known for developing prescription medicines, animal health products, and biopharmaceuticals worldwide.
  • E. Novartis
    Novartis is a global Swiss-based pharmaceutical company known for developing innovative medicines across a wide range of therapeutic areas.
  • 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_69d8b9f9927c8190a006110c8b996e61 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e4b1fca04481908f0dd875953fd82f completed April 19, 2026, 10:44 a.m.
NED1 Entity disambiguation (via context triple) batch_6a033015cb748190aaedeb11d7ac0313 completed May 12, 2026, 1:50 p.m.
NEDg Description generation batch_6a033146fbbc81908c28b8dc53517f53 completed May 12, 2026, 1:55 p.m.
NED2 Entity disambiguation (via description) batch_6a0333c5fb888190b73cbd9f032dbc6e completed May 12, 2026, 2:05 p.m.
Created at: April 10, 2026, 10:22 a.m.