Triple
T14679486
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | J. Thomas Manger |
E344739
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Police Executive Research Forum
The Police Executive Research Forum is a U.S.-based independent research and policy organization that brings together law enforcement leaders to improve policing through research, innovation, and professional development.
|
E1113606
|
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: Police Executive Research Forum | Statement: [J. Thomas Manger, memberOf, Police Executive Research Forum]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Police Executive Research Forum Context triple: [J. Thomas Manger, memberOf, Police Executive Research Forum]
-
A.
School of Police Studies
The School of Police Studies is an academic unit at Södertörn University focused on education and research in policing, law enforcement, and related social sciences.
-
B.
Bureau of Police Research and Development
The Bureau of Police Research and Development is an Indian government agency responsible for modernizing policing through research, training, policy development, and promotion of best practices in law enforcement.
-
C.
College of Policing
The College of Policing is the professional body for policing in England and Wales, responsible for setting standards, training, and guidance for police forces.
-
D.
National Research Institute of Police Science
The National Research Institute of Police Science is Japan’s central research body that develops scientific and technical methods to support law enforcement and criminal investigations.
-
E.
Escuela de Investigaciones Policiales
Escuela de Investigaciones Policiales is the main academy responsible for educating and training investigative police officers in Chile.
- 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: Police Executive Research Forum Triple: [J. Thomas Manger, memberOf, Police Executive Research Forum]
Generated description
The Police Executive Research Forum is a U.S.-based independent research and policy organization that brings together law enforcement leaders to improve policing through research, innovation, and professional development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Police Executive Research Forum Target entity description: The Police Executive Research Forum is a U.S.-based independent research and policy organization that brings together law enforcement leaders to improve policing through research, innovation, and professional development.
-
A.
School of Police Studies
The School of Police Studies is an academic unit at Södertörn University focused on education and research in policing, law enforcement, and related social sciences.
-
B.
Bureau of Police Research and Development
The Bureau of Police Research and Development is an Indian government agency responsible for modernizing policing through research, training, policy development, and promotion of best practices in law enforcement.
-
C.
College of Policing
The College of Policing is the professional body for policing in England and Wales, responsible for setting standards, training, and guidance for police forces.
-
D.
National Research Institute of Police Science
The National Research Institute of Police Science is Japan’s central research body that develops scientific and technical methods to support law enforcement and criminal investigations.
-
E.
Escuela de Investigaciones Policiales
Escuela de Investigaciones Policiales is the main academy responsible for educating and training investigative police officers in Chile.
- 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_69d822e34b348190ada4d1cdb6c7c226 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb5692284819090f775be8e478522 |
completed | April 14, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fde180ff0c8190a8b7c7804e36c3f8 |
completed | May 8, 2026, 1:13 p.m. |
| NEDg | Description generation | batch_69fde447189881909b4b0dc654a05e0d |
completed | May 8, 2026, 1:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fde53290a48190b3701472bb4e3d63 |
completed | May 8, 2026, 1:29 p.m. |
Created at: April 10, 2026, 1:27 a.m.