Triple
T16739020
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Emergency Support Functions |
E406790
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
ESF #3 – Public Works and Engineering
ESF #3 – Public Works and Engineering is a U.S. emergency support function that coordinates federal public works and engineering assistance, including infrastructure repair, debris removal, and restoration of essential services during disasters.
|
E1230768
|
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: ESF #3 – Public Works and Engineering | Statement: [Emergency Support Functions, hasComponent, ESF #3 – Public Works and Engineering]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ESF #3 – Public Works and Engineering Context triple: [Emergency Support Functions, hasComponent, ESF #3 – Public Works and Engineering]
-
A.
Public Works
Public Works is a community-based theater program of The Public Theater that partners with local organizations to create large-scale, participatory productions featuring both professional artists and everyday New Yorkers.
-
B.
Public Works Administration
The Public Works Administration was a major U.S. New Deal agency that funded large-scale public construction projects to stimulate economic recovery and create jobs during the Great Depression.
-
C.
Public Works Engineering Department
The Public Works Engineering Department is an academic unit specializing in civil and infrastructure engineering within the Faculty of Engineering at Mansoura University.
-
D.
Public Works, the Environment and Urban Development
Public Works, the Environment and Urban Development is a ministerial portfolio in the Government of Monaco responsible for infrastructure, environmental policy, and urban planning.
-
E.
Civil Infrastructure Division
The Civil Infrastructure Division is a specialized unit focused on planning, designing, and delivering large-scale public works and infrastructure projects such as roads, bridges, and utilities.
- 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: ESF #3 – Public Works and Engineering Triple: [Emergency Support Functions, hasComponent, ESF #3 – Public Works and Engineering]
Generated description
ESF #3 – Public Works and Engineering is a U.S. emergency support function that coordinates federal public works and engineering assistance, including infrastructure repair, debris removal, and restoration of essential services during disasters.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ESF #3 – Public Works and Engineering Target entity description: ESF #3 – Public Works and Engineering is a U.S. emergency support function that coordinates federal public works and engineering assistance, including infrastructure repair, debris removal, and restoration of essential services during disasters.
-
A.
Public Works
Public Works is a community-based theater program of The Public Theater that partners with local organizations to create large-scale, participatory productions featuring both professional artists and everyday New Yorkers.
-
B.
Public Works Administration
The Public Works Administration was a major U.S. New Deal agency that funded large-scale public construction projects to stimulate economic recovery and create jobs during the Great Depression.
-
C.
Public Works Engineering Department
The Public Works Engineering Department is an academic unit specializing in civil and infrastructure engineering within the Faculty of Engineering at Mansoura University.
-
D.
Public Works, the Environment and Urban Development
Public Works, the Environment and Urban Development is a ministerial portfolio in the Government of Monaco responsible for infrastructure, environmental policy, and urban planning.
-
E.
Civil Infrastructure Division
The Civil Infrastructure Division is a specialized unit focused on planning, designing, and delivering large-scale public works and infrastructure projects such as roads, bridges, and utilities.
- 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_69d8838ffb088190a0b11149929006bf |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e39c3c808c8190b3300edeb7c7bca9 |
completed | April 18, 2026, 2:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a009d50df9c81909452f330eb4336e4 |
completed | May 10, 2026, 2:59 p.m. |
| NEDg | Description generation | batch_6a009e1aa6548190b77def9f74d3272a |
completed | May 10, 2026, 3:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a009eb06d6481909914286301f9b4db |
completed | May 10, 2026, 3:05 p.m. |
Created at: April 10, 2026, 5:20 a.m.