Triple
T19503812
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pennsylvania state agencies |
E487969
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Pennsylvania Emergency Management Agency
The Pennsylvania Emergency Management Agency is the state-level organization responsible for coordinating disaster preparedness, response, recovery, and mitigation efforts across Pennsylvania.
|
E1380563
|
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: Pennsylvania Emergency Management Agency | Statement: [Pennsylvania state agencies, includes, Pennsylvania Emergency Management Agency]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Emergency Management Agency Context triple: [Pennsylvania state agencies, includes, Pennsylvania Emergency Management Agency]
-
A.
Pennsylvania Department of Environmental Protection
The Pennsylvania Department of Environmental Protection is the state agency responsible for enforcing environmental laws and regulations, overseeing air and water quality, and protecting natural resources in Pennsylvania.
-
B.
Pennsylvania Department of Conservation and Natural Resources
The Pennsylvania Department of Conservation and Natural Resources is the state agency responsible for managing Pennsylvania’s state parks, forests, and natural resources, promoting conservation, recreation, and environmental stewardship.
-
C.
Pennsylvania Department of General Services
The Pennsylvania Department of General Services is a state agency responsible for managing and overseeing Pennsylvania’s public buildings, facilities, and various support services for other state agencies.
-
D.
Philadelphia Office of Emergency Management
The Philadelphia Office of Emergency Management is the city agency responsible for preparing for, coordinating, and responding to emergencies and disasters within Philadelphia.
-
E.
Pennsylvania Department of Human Services
The Pennsylvania Department of Human Services is the state agency responsible for administering public assistance, health and social service programs for residents of Pennsylvania.
- 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: Pennsylvania Emergency Management Agency Triple: [Pennsylvania state agencies, includes, Pennsylvania Emergency Management Agency]
Generated description
The Pennsylvania Emergency Management Agency is the state-level organization responsible for coordinating disaster preparedness, response, recovery, and mitigation efforts across Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Emergency Management Agency Target entity description: The Pennsylvania Emergency Management Agency is the state-level organization responsible for coordinating disaster preparedness, response, recovery, and mitigation efforts across Pennsylvania.
-
A.
Pennsylvania Department of Environmental Protection
The Pennsylvania Department of Environmental Protection is the state agency responsible for enforcing environmental laws and regulations, overseeing air and water quality, and protecting natural resources in Pennsylvania.
-
B.
Pennsylvania Department of Conservation and Natural Resources
The Pennsylvania Department of Conservation and Natural Resources is the state agency responsible for managing Pennsylvania’s state parks, forests, and natural resources, promoting conservation, recreation, and environmental stewardship.
-
C.
Pennsylvania Department of General Services
The Pennsylvania Department of General Services is a state agency responsible for managing and overseeing Pennsylvania’s public buildings, facilities, and various support services for other state agencies.
-
D.
Philadelphia Office of Emergency Management
The Philadelphia Office of Emergency Management is the city agency responsible for preparing for, coordinating, and responding to emergencies and disasters within Philadelphia.
-
E.
Pennsylvania Department of Human Services
The Pennsylvania Department of Human Services is the state agency responsible for administering public assistance, health and social service programs for residents of Pennsylvania.
- 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_69d8e8d9d1c88190b01cd78b8be49384 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e635105db8819084915dc2d047188d |
completed | April 20, 2026, 2:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07471d8090819086554e08c86c5fe0 |
completed | May 15, 2026, 4:17 p.m. |
| NEDg | Description generation | batch_6a07480899788190b61de30bff1414d6 |
completed | May 15, 2026, 4:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07491088a48190914abc69055cf807 |
completed | May 15, 2026, 4:25 p.m. |
Created at: April 10, 2026, 1:40 p.m.