Triple

T8268235
Position Surface form Disambiguated ID Type / Status
Subject Bernadette Rostenkowski-Wolowitz E193354 entity
Predicate employer P7 FINISHED
Object Zangen Pharmaceuticals
Zangen Pharmaceuticals is a fictional pharmaceutical company in the TV series "The Big Bang Theory," known as the workplace of microbiologist Bernadette Rostenkowski-Wolowitz.
 E722706 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: Zangen Pharmaceuticals | Statement: [Bernadette Rostenkowski-Wolowitz, employer, Zangen Pharmaceuticals]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zangen Pharmaceuticals
Context triple: [Bernadette Rostenkowski-Wolowitz, employer, Zangen Pharmaceuticals]
  • A. Elan Pharmaceuticals
    Elan Pharmaceuticals was a biotechnology company best known for developing therapies for neurological and autoimmune diseases, including the multiple sclerosis drug Tysabri.
  • B. 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.
  • C. Central Coast Pharmaceuticals
    Central Coast Pharmaceuticals is a fictional pharmaceutical sales company featured in the TV series "Psych," where Burton "Gus" Guster works as a pharmaceutical sales representative.
  • D. Array BioPharma
    Array BioPharma is a biopharmaceutical company known for developing targeted small-molecule cancer therapies, particularly in oncology and rare diseases.
  • E. Mitsubishi Tanabe Pharma
    Mitsubishi Tanabe Pharma is a Japanese pharmaceutical company known for developing prescription drugs and biopharmaceuticals, including treatments for neurological and autoimmune 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: Zangen Pharmaceuticals
Triple: [Bernadette Rostenkowski-Wolowitz, employer, Zangen Pharmaceuticals]
Generated description
Zangen Pharmaceuticals is a fictional pharmaceutical company in the TV series "The Big Bang Theory," known as the workplace of microbiologist Bernadette Rostenkowski-Wolowitz.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zangen Pharmaceuticals
Target entity description: Zangen Pharmaceuticals is a fictional pharmaceutical company in the TV series "The Big Bang Theory," known as the workplace of microbiologist Bernadette Rostenkowski-Wolowitz.
  • A. Elan Pharmaceuticals
    Elan Pharmaceuticals was a biotechnology company best known for developing therapies for neurological and autoimmune diseases, including the multiple sclerosis drug Tysabri.
  • B. 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.
  • C. Central Coast Pharmaceuticals
    Central Coast Pharmaceuticals is a fictional pharmaceutical sales company featured in the TV series "Psych," where Burton "Gus" Guster works as a pharmaceutical sales representative.
  • D. Array BioPharma
    Array BioPharma is a biopharmaceutical company known for developing targeted small-molecule cancer therapies, particularly in oncology and rare diseases.
  • E. Mitsubishi Tanabe Pharma
    Mitsubishi Tanabe Pharma is a Japanese pharmaceutical company known for developing prescription drugs and biopharmaceuticals, including treatments for neurological and autoimmune 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_69ca82e081d48190986beaa51f498ab9 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb794fc4208190b268bc69ff2b28a9 completed March 31, 2026, 7:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd6833065c8190945e88022ad2869d completed April 1, 2026, 6:47 p.m.
NEDg Description generation batch_69cd6d52763c8190891f88d62be44786 completed April 1, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69cd7df568788190a5a219baa65a6a19 completed April 1, 2026, 8:20 p.m.
Created at: March 30, 2026, 5:50 p.m.