Triple

T2000601
Position Surface form Disambiguated ID Type / Status
Subject Texas Department of Public Safety E43460 entity
Predicate abbreviation P43 FINISHED
Object DPS
DPS is the statewide law enforcement and public safety agency for the state of Texas, overseeing highway patrol, criminal investigations, and emergency management.
 E223838 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: DPS | Statement: [Texas Department of Public Safety, abbreviation, DPS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DPS
Context triple: [Texas Department of Public Safety, abbreviation, DPS]
  • A. DPS
    DPS is the commonly used abbreviation for the Division for Planetary Sciences, a major professional organization focused on the study of planets, moons, and other bodies in the solar system and beyond.
  • B. DPP
    DPP (Device Provisioning Protocol) is a Wi‑Fi Alliance standard that simplifies and secures the process of adding new devices to a Wi‑Fi network without requiring traditional passwords.
  • C. DSS
    DSS is the abbreviated name of the Securitate, the notorious secret police service of Communist Romania.
  • D. PDS
    PDS is the IATA airport code for the international airport serving Piedras Negras in the Mexican state of Coahuila.
  • E. DSI
    DSI is the Deutsches SOFIA Institut, a German research institute dedicated to supporting and conducting astronomical observations with the SOFIA airborne observatory.
  • 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: DPS
Triple: [Texas Department of Public Safety, abbreviation, DPS]
Generated description
DPS is the statewide law enforcement and public safety agency for the state of Texas, overseeing highway patrol, criminal investigations, and emergency management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DPS
Target entity description: DPS is the statewide law enforcement and public safety agency for the state of Texas, overseeing highway patrol, criminal investigations, and emergency management.
  • A. DPS
    DPS is the commonly used abbreviation for the Division for Planetary Sciences, a major professional organization focused on the study of planets, moons, and other bodies in the solar system and beyond.
  • B. DPP
    DPP (Device Provisioning Protocol) is a Wi‑Fi Alliance standard that simplifies and secures the process of adding new devices to a Wi‑Fi network without requiring traditional passwords.
  • C. DSS
    DSS is the abbreviated name of the Securitate, the notorious secret police service of Communist Romania.
  • D. PDS
    PDS is the IATA airport code for the international airport serving Piedras Negras in the Mexican state of Coahuila.
  • E. DSI
    DSI is the Deutsches SOFIA Institut, a German research institute dedicated to supporting and conducting astronomical observations with the SOFIA airborne observatory.
  • 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_69a88715dbbc8190b2299e29e955d997 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb87f78f0819098e787a5f3e062fd completed March 7, 2026, 5:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae034122ec819096a72685b34c84b9 completed March 8, 2026, 11:16 p.m.
NEDg Description generation batch_69ae03b5e294819093b20fdc95f653db completed March 8, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69ae0475dd448190939620c5400eea16 completed March 8, 2026, 11:21 p.m.
Created at: March 4, 2026, 7:37 p.m.