Triple

T11145632
Position Surface form Disambiguated ID Type / Status
Subject ACS Group E263662 entity
Predicate originatedFromMergerOf P6637 FINISHED
Object OCISA
OCISA was one of the predecessor companies that combined to form the multinational technology and consulting firm ACS Group.
E906752 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: OCISA | Statement: [ACS Group, originatedFromMergerOf, OCISA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: OCISA
Context triple: [ACS Group, originatedFromMergerOf, OCISA]
  • A. OCSO
    OCSO is the Office of the Chief Security Officer within the U.S. Department of Homeland Security, responsible for overseeing and coordinating the department’s security policies and programs.
  • B. ISOO
    ISOO is a U.S. government office responsible for overseeing the security classification system and safeguarding of national security information.
  • C. IOSA
    IOSA is the International Air Transport Association’s global safety audit program that assesses and certifies the operational management and control systems of airlines.
  • D. ISA
    ISA is the commonly used abbreviation for Integrated Science Assessments, which are comprehensive evaluations of scientific data used to inform environmental and regulatory decisions.
  • E. ISA
    ISA (Industry Standard Architecture) is an early computer bus standard used in IBM PCs and compatible systems to connect expansion cards and peripherals to the motherboard.
  • 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: OCISA
Triple: [ACS Group, originatedFromMergerOf, OCISA]
Generated description
OCISA was one of the predecessor companies that combined to form the multinational technology and consulting firm ACS Group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: OCISA
Target entity description: OCISA was one of the predecessor companies that combined to form the multinational technology and consulting firm ACS Group.
  • A. OCSO
    OCSO is the Office of the Chief Security Officer within the U.S. Department of Homeland Security, responsible for overseeing and coordinating the department’s security policies and programs.
  • B. ISOO
    ISOO is a U.S. government office responsible for overseeing the security classification system and safeguarding of national security information.
  • C. IOSA
    IOSA is the International Air Transport Association’s global safety audit program that assesses and certifies the operational management and control systems of airlines.
  • D. ISA
    ISA is the commonly used abbreviation for the Israel State Archives, the national repository for Israeli government records and historical documents.
  • E. ISA
    ISA is the abbreviated name of Japan’s Immigration Services Agency, the government body responsible for immigration control and residency management.
  • 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_69d6aa9c0ba08190bbd19c217489b755 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8634d5481909b114d30a542ea3f completed April 9, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4421d35f48190a5905fbab39f4015 completed April 19, 2026, 2:46 a.m.
NEDg Description generation batch_69e44c0a9edc8190a184244ba63f1c8f completed April 19, 2026, 3:29 a.m.
NED2 Entity disambiguation (via description) batch_69e4513731fc8190be0bae62d1e16e6f completed April 19, 2026, 3:51 a.m.
Created at: April 8, 2026, 9:28 p.m.