Triple
T14052503
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pakistan Administrative Service |
E338125
|
entity |
| Predicate | formerName |
P65
|
FINISHED |
| Object |
District Management Group
District Management Group was the former name of Pakistan’s elite federal civil service cadre now known as the Pakistan Administrative Service.
|
E1078816
|
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: District Management Group | Statement: [Pakistan Administrative Service, formerName, District Management Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: District Management Group Context triple: [Pakistan Administrative Service, formerName, District Management Group]
-
A.
Office Management Group
The Office Management Group is a specialized cadre within Pakistan’s civil service responsible for administrative and managerial functions across federal government offices.
-
B.
Office Group D
Office Group D is a subdivision within the SS Main Economic and Administrative Office responsible for specific administrative and organizational functions in Nazi Germany’s SS structure.
-
C.
District Disaster Management Authority
The District Disaster Management Authority is a local governing body responsible for planning, coordinating, and implementing disaster management and emergency response activities within a district.
-
D.
Regional Association III Management Group
The Regional Association III Management Group is the leadership and coordination body responsible for overseeing and guiding the activities of the World Meteorological Organization’s South America regional association.
-
E.
Fleet Management Division
The Fleet Management Division is a unit within DC Fire and Emergency Medical Services responsible for acquiring, maintaining, and managing the department’s vehicles and related equipment.
- 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: District Management Group Triple: [Pakistan Administrative Service, formerName, District Management Group]
Generated description
District Management Group was the former name of Pakistan’s elite federal civil service cadre now known as the Pakistan Administrative Service.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: District Management Group Target entity description: District Management Group was the former name of Pakistan’s elite federal civil service cadre now known as the Pakistan Administrative Service.
-
A.
Office Management Group
The Office Management Group is a specialized cadre within Pakistan’s civil service responsible for administrative and managerial functions across federal government offices.
-
B.
Office Group D
Office Group D is a subdivision within the SS Main Economic and Administrative Office responsible for specific administrative and organizational functions in Nazi Germany’s SS structure.
-
C.
District Disaster Management Authority
The District Disaster Management Authority is a local governing body responsible for planning, coordinating, and implementing disaster management and emergency response activities within a district.
-
D.
Regional Association III Management Group
The Regional Association III Management Group is the leadership and coordination body responsible for overseeing and guiding the activities of the World Meteorological Organization’s South America regional association.
-
E.
Fleet Management Division
The Fleet Management Division is a unit within DC Fire and Emergency Medical Services responsible for acquiring, maintaining, and managing the department’s vehicles and related equipment.
- 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_69d81c664e48819088cbd8f433aeffe5 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de3c8bc54c8190a12f0fc056568538 |
completed | April 14, 2026, 1:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcb65e63b48190bd5bd4a36cd15396 |
completed | May 7, 2026, 3:57 p.m. |
| NEDg | Description generation | batch_69fcc76f99808190945fd3621fc183ff |
completed | May 7, 2026, 5:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcc807cdc48190a3b9dd940d17dc83 |
completed | May 7, 2026, 5:12 p.m. |
Created at: April 9, 2026, 10:20 p.m.