Triple
T20735998
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malakoff, Texas |
E509706
|
entity |
| Predicate | publicSafety |
P8728
|
FINISHED |
| Object |
Malakoff Police Department
The Malakoff Police Department is the local law enforcement agency responsible for maintaining public safety and enforcing laws within the city limits of Malakoff, Texas.
|
E1448486
|
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: Malakoff Police Department | Statement: [Malakoff, Texas, publicSafety, Malakoff Police Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malakoff Police Department Context triple: [Malakoff, Texas, publicSafety, Malakoff Police Department]
-
A.
Mahomet Police Department
The Mahomet Police Department is the local law enforcement agency responsible for public safety and policing services in the village of Mahomet, Illinois.
-
B.
Midfield Police Department
The Midfield Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Midfield, Alabama.
-
C.
Papillion Police Department
The Papillion Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Papillion, Nebraska.
-
D.
Moody Police Department
The Moody Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in the city of Moody, Alabama.
-
E.
Bryant Police Department
The Bryant Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city of Bryant, Arkansas.
- 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: Malakoff Police Department Triple: [Malakoff, Texas, publicSafety, Malakoff Police Department]
Generated description
The Malakoff Police Department is the local law enforcement agency responsible for maintaining public safety and enforcing laws within the city limits of Malakoff, Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malakoff Police Department Target entity description: The Malakoff Police Department is the local law enforcement agency responsible for maintaining public safety and enforcing laws within the city limits of Malakoff, Texas.
-
A.
Mahomet Police Department
The Mahomet Police Department is the local law enforcement agency responsible for public safety and policing services in the village of Mahomet, Illinois.
-
B.
Midfield Police Department
The Midfield Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Midfield, Alabama.
-
C.
Papillion Police Department
The Papillion Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Papillion, Nebraska.
-
D.
Moody Police Department
The Moody Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in the city of Moody, Alabama.
-
E.
Bryant Police Department
The Bryant Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city of Bryant, Arkansas.
- 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_69e0b4c589c08190834fb5d86d0efa2b |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c20a02d48190bba22d1bdbeb370d |
completed | April 21, 2026, 12:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08e8378f988190916d497b136ffcf1 |
completed | May 16, 2026, 9:57 p.m. |
| NEDg | Description generation | batch_6a08e8fc1d6c819083f06debaa3bec24 |
completed | May 16, 2026, 10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08e98a594c8190b3a2d9ae7e3af4f7 |
completed | May 16, 2026, 10:02 p.m. |
Created at: April 16, 2026, 12:31 p.m.