Triple

T11729231
Position Surface form Disambiguated ID Type / Status
Subject Chemical Stockpile Emergency Preparedness Program E278856 entity
Predicate abbreviation P43 FINISHED
Object CSEPP
CSEPP is a U.S. federal emergency preparedness program designed to protect communities living near chemical weapons stockpile sites through planning, training, equipment, and public alert systems.
 E942087 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: CSEPP | Statement: [Chemical Stockpile Emergency Preparedness Program, abbreviation, CSEPP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: CSEPP
Context triple: [Chemical Stockpile Emergency Preparedness Program, abbreviation, CSEPP]
  • A. SEPP
    SEPP (Security Edge Protection Proxy) is a 5G network security function that protects signaling traffic at the network edge, enabling secure and trusted interconnection between different operators’ networks.
  • B. CEPE
    CEPE is the commonly used abbreviation for the Community of Protestant Churches in Europe, a fellowship of Protestant churches across the continent.
  • C. CEEPUS
    CEEPUS (Central European Exchange Program for University Studies) is a multilateral academic mobility and cooperation program that supports student and teacher exchanges among universities in Central and Eastern Europe.
  • D. CEPES
    CEPES is a regional center of UNESCO focused on higher education in Europe, promoting policy development, research, and international cooperation in the sector.
  • E. PEPSSI
    PEPSSI is a particle spectrometer aboard NASA’s New Horizons spacecraft designed to measure energetic ions and electrons in the outer solar system.
  • 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: CSEPP
Triple: [Chemical Stockpile Emergency Preparedness Program, abbreviation, CSEPP]
Generated description
CSEPP is a U.S. federal emergency preparedness program designed to protect communities living near chemical weapons stockpile sites through planning, training, equipment, and public alert systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CSEPP
Target entity description: CSEPP is a U.S. federal emergency preparedness program designed to protect communities living near chemical weapons stockpile sites through planning, training, equipment, and public alert systems.
  • A. SEPP
    SEPP (Security Edge Protection Proxy) is a 5G network security function that protects signaling traffic at the network edge, enabling secure and trusted interconnection between different operators’ networks.
  • B. CEPE
    CEPE is the commonly used abbreviation for the Community of Protestant Churches in Europe, a fellowship of Protestant churches across the continent.
  • C. CEEPUS
    CEEPUS (Central European Exchange Program for University Studies) is a multilateral academic mobility and cooperation program that supports student and teacher exchanges among universities in Central and Eastern Europe.
  • D. CEPES
    CEPES is a regional center of UNESCO focused on higher education in Europe, promoting policy development, research, and international cooperation in the sector.
  • E. PEPSSI
    PEPSSI is a particle spectrometer aboard NASA’s New Horizons spacecraft designed to measure energetic ions and electrons in the outer solar system.
  • 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_69d6aaffec6881908bead509e8621742 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a4d80ef881908cab956787ab07fd completed April 10, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69ef83f98fc481908015df3c4e5d7ed3 completed April 27, 2026, 3:42 p.m.
NEDg Description generation batch_69ef9b68309081909f3f614efeeb2ab1 completed April 27, 2026, 5:22 p.m.
NED2 Entity disambiguation (via description) batch_69efd6aba82c81909ff22e6b26db3cfe completed April 27, 2026, 9:35 p.m.
Created at: April 8, 2026, 9:41 p.m.