Triple

T4072728
Position Surface form Disambiguated ID Type / Status
Subject Malaysian Army E86684 entity
Predicate hasBranch P35 FINISHED
Object Service Corps
Service Corps is a logistical and support branch of the Malaysian Army responsible for providing essential services such as supply, transport, and maintenance to military operations.
 E410370 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: Service Corps | Statement: [Malaysian Army, hasBranch, Service Corps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Service Corps
Context triple: [Malaysian Army, hasBranch, Service Corps]
  • A. AmeriCorps
    AmeriCorps is a U.S. federal service program that engages volunteers in community service projects across the country, often in exchange for education awards and living stipends.
  • B. Enterprise Corps
    Enterprise Corps is a subordinate organization within the U.S. Space Force’s Space Systems Command focused on developing, acquiring, and sustaining space capabilities and systems.
  • C. Corporation for National and Community Service
    The Corporation for National and Community Service is a U.S. federal agency that administers national service programs like AmeriCorps and Senior Corps to support volunteering and community development.
  • D. Community Relations Service
    The Community Relations Service is a U.S. federal agency that provides mediation and conflict resolution assistance to communities facing tensions arising from discriminatory practices or civil rights issues.
  • E. Civil Affairs Team
    The Civil Affairs Team is a field-based UN component that supports local governance, conflict management, and community engagement to help stabilize and strengthen peace in mission 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: Service Corps
Triple: [Malaysian Army, hasBranch, Service Corps]
Generated description
Service Corps is a logistical and support branch of the Malaysian Army responsible for providing essential services such as supply, transport, and maintenance to military operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Service Corps
Target entity description: Service Corps is a logistical and support branch of the Malaysian Army responsible for providing essential services such as supply, transport, and maintenance to military operations.
  • A. AmeriCorps
    AmeriCorps is a U.S. federal service program that engages volunteers in community service projects across the country, often in exchange for education awards and living stipends.
  • B. Enterprise Corps
    Enterprise Corps is a subordinate organization within the U.S. Space Force’s Space Systems Command focused on developing, acquiring, and sustaining space capabilities and systems.
  • C. Corporation for National and Community Service
    The Corporation for National and Community Service is a U.S. federal agency that administers national service programs like AmeriCorps and Senior Corps to support volunteering and community development.
  • D. Community Relations Service
    The Community Relations Service is a U.S. federal agency that provides mediation and conflict resolution assistance to communities facing tensions arising from discriminatory practices or civil rights issues.
  • E. Civil Affairs Team
    The Civil Affairs Team is a field-based UN component that supports local governance, conflict management, and community engagement to help stabilize and strengthen peace in mission 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_69aed93ebe448190a1f1686e28740ac9 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefc22be988190a2b6575d4f5e0f7b completed March 9, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69b562b99e84819085e1616fb9a61465 completed March 14, 2026, 1:29 p.m.
NEDg Description generation batch_69b563ced83c81908d7eff6a54b3b66c completed March 14, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69b564893f44819086ffe89101217f53 completed March 14, 2026, 1:37 p.m.
Created at: March 9, 2026, 3:38 p.m.