Triple
T3666882
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maryland State Highway System |
E77780
|
entity |
| Predicate | abbreviatedAs |
P43
|
FINISHED |
| Object |
MDSHS
MDSHS is the acronym for the Maryland State Highway System, the network of state-maintained roads and highways in Maryland.
|
E377252
|
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: MDSHS | Statement: [Maryland State Highway System, abbreviatedAs, MDSHS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MDSHS Context triple: [Maryland State Highway System, abbreviatedAs, MDSHS]
-
A.
MDH
MDH is the acronym for the Maryland Department of Health, the state agency responsible for public health services, policy, and regulation in Maryland.
-
B.
Maryland Department of Human Services
The Maryland Department of Human Services is the state’s primary social services agency, responsible for administering programs that support vulnerable children, families, and adults across Maryland.
-
C.
Massachusetts Department of Developmental Services
The Massachusetts Department of Developmental Services is a state agency that provides and coordinates services and supports for individuals with intellectual and developmental disabilities and their families across Massachusetts.
-
D.
Department of Human Services
The Department of Human Services is a local government agency in Arlington County that provides social, health, and support services to residents in need.
-
E.
DOCCS
DOCCS is the New York State agency responsible for operating state prisons and overseeing community supervision such as parole.
- 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: MDSHS Triple: [Maryland State Highway System, abbreviatedAs, MDSHS]
Generated description
MDSHS is the acronym for the Maryland State Highway System, the network of state-maintained roads and highways in Maryland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MDSHS Target entity description: MDSHS is the acronym for the Maryland State Highway System, the network of state-maintained roads and highways in Maryland.
-
A.
MDH
MDH is the acronym for the Maryland Department of Health, the state agency responsible for public health services, policy, and regulation in Maryland.
-
B.
Maryland Department of Human Services
The Maryland Department of Human Services is the state’s primary social services agency, responsible for administering programs that support vulnerable children, families, and adults across Maryland.
-
C.
Massachusetts Department of Developmental Services
The Massachusetts Department of Developmental Services is a state agency that provides and coordinates services and supports for individuals with intellectual and developmental disabilities and their families across Massachusetts.
-
D.
Department of Human Services
The Department of Human Services is a local government agency in Arlington County that provides social, health, and support services to residents in need.
-
E.
DOCCS
DOCCS is the New York State agency responsible for operating state prisons and overseeing community supervision such as parole.
- 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_69ad85dfc4dc8190a441864202ab2a7a |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc402f5dc8190bd8d56a3c06e88f3 |
completed | March 8, 2026, 6:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4884bd50c8190a334e9aadc734364 |
completed | March 13, 2026, 9:57 p.m. |
| NEDg | Description generation | batch_69b4906d6190819086bd51f96d3ffdcc |
completed | March 13, 2026, 10:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4add30904819082ed6f6ee5918e57 |
completed | March 14, 2026, 12:37 a.m. |
Created at: March 8, 2026, 3:25 p.m.