Triple

T10156410
Position Surface form Disambiguated ID Type / Status
Subject Applied Materials E233786 entity
Predicate hasDivision P35 FINISHED
Object Applied Global Services
Applied Global Services is a business segment of Applied Materials that provides aftermarket support, services, and solutions for semiconductor and display manufacturing equipment worldwide.
 E843998 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: Applied Global Services | Statement: [Applied Materials, hasDivision, Applied Global Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Applied Global Services
Context triple: [Applied Materials, hasDivision, Applied Global Services]
  • A. United Global Services
    United Global Services is United Airlines’ invitation-only, highest-level elite status program offering exceptionally personalized service and exclusive travel benefits to its most valuable customers.
  • B. CDK Global
    CDK Global is a technology company that provides software and digital marketing solutions primarily for automotive dealerships and manufacturers.
  • C. Streamline Global
    Streamline Global is a film production company known for financing and producing feature films, including the gothic mystery thriller "The Pale Blue Eye."
  • D. ManpowerGroup
    ManpowerGroup is a global workforce solutions and staffing services company that provides recruitment, talent management, and outsourcing services to businesses worldwide.
  • E. Groupe ADP
    Groupe ADP is a major French airport management company that owns and operates the Paris-area airports and provides aviation and related services worldwide.
  • 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: Applied Global Services
Triple: [Applied Materials, hasDivision, Applied Global Services]
Generated description
Applied Global Services is a business segment of Applied Materials that provides aftermarket support, services, and solutions for semiconductor and display manufacturing equipment worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Applied Global Services
Target entity description: Applied Global Services is a business segment of Applied Materials that provides aftermarket support, services, and solutions for semiconductor and display manufacturing equipment worldwide.
  • A. United Global Services
    United Global Services is United Airlines’ invitation-only, highest-level elite status program offering exceptionally personalized service and exclusive travel benefits to its most valuable customers.
  • B. CDK Global
    CDK Global is a technology company that provides software and digital marketing solutions primarily for automotive dealerships and manufacturers.
  • C. Streamline Global
    Streamline Global is a film production company known for financing and producing feature films, including the gothic mystery thriller "The Pale Blue Eye."
  • D. ManpowerGroup
    ManpowerGroup is a global workforce solutions and staffing services company that provides recruitment, talent management, and outsourcing services to businesses worldwide.
  • E. Groupe ADP
    Groupe ADP is a major French airport management company that owns and operates the Paris-area airports and provides aviation and related services worldwide.
  • 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_69ca848e80748190b91d1e04d35512c7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cdec3c47dc81909679903e6024eb49 completed April 2, 2026, 4:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e65b9d4c8190b1f520ed08256372 completed April 5, 2026, 10:46 p.m.
NEDg Description generation batch_69d2e82a49e08190918e85d8b8b2e5c6 completed April 5, 2026, 10:54 p.m.
NED2 Entity disambiguation (via description) batch_69d2e8a37b388190a0d79d61573cf06d completed April 5, 2026, 10:56 p.m.
Created at: March 30, 2026, 9:09 p.m.