Triple
T1352711
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maryland Department of Housing and Community Development |
E28917
|
entity |
| Predicate | hasAbbreviation |
P43
|
FINISHED |
| Object |
MD DHCD
MD DHCD is the state agency responsible for promoting affordable housing, community revitalization, and economic development initiatives in Maryland.
|
E154840
|
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: MD DHCD | Statement: [Maryland Department of Housing and Community Development, hasAbbreviation, MD DHCD]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MD DHCD Context triple: [Maryland Department of Housing and Community Development, hasAbbreviation, MD DHCD]
-
A.
PANYNJ
PANYNJ is a bi-state agency that manages and oversees major transportation infrastructure in the New York–New Jersey metropolitan area, including airports, bridges, tunnels, ports, and transit facilities.
-
B.
NYPD Housing Bureau
The NYPD Housing Bureau is a specialized division of the New York City Police Department responsible for providing law enforcement and public safety services within the city’s public housing developments.
-
C.
New York City Department of Sanitation
The New York City Department of Sanitation is the municipal agency responsible for garbage collection, recycling, street cleaning, and snow removal across New York City.
-
D.
New York City government
The New York City government is the municipal administration responsible for governing and providing public services to the five boroughs of New York City through its mayor, city council, and numerous agencies.
-
E.
New York City Department of City Planning
The New York City Department of City Planning is the municipal agency responsible for shaping the city’s physical and socioeconomic development through land use planning, zoning, and urban design.
- 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: MD DHCD Triple: [Maryland Department of Housing and Community Development, hasAbbreviation, MD DHCD]
Generated description
MD DHCD is the state agency responsible for promoting affordable housing, community revitalization, and economic development initiatives in Maryland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MD DHCD Target entity description: MD DHCD is the state agency responsible for promoting affordable housing, community revitalization, and economic development initiatives in Maryland.
-
A.
PANYNJ
PANYNJ is a bi-state agency that manages and oversees major transportation infrastructure in the New York–New Jersey metropolitan area, including airports, bridges, tunnels, ports, and transit facilities.
-
B.
NYPD Housing Bureau
The NYPD Housing Bureau is a specialized division of the New York City Police Department responsible for providing law enforcement and public safety services within the city’s public housing developments.
-
C.
New York City Department of Sanitation
The New York City Department of Sanitation is the municipal agency responsible for garbage collection, recycling, street cleaning, and snow removal across New York City.
-
D.
New York City government
The New York City government is the municipal administration responsible for governing and providing public services to the five boroughs of New York City through its mayor, city council, and numerous agencies.
-
E.
New York City Department of City Planning
The New York City Department of City Planning is the municipal agency responsible for shaping the city’s physical and socioeconomic development through land use planning, zoning, and urban design.
- 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_69a498571d248190a0ac9eb02d97097f |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c26d0c4481908fddda89242a57b3 |
completed | March 1, 2026, 10:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acc64032d08190986c8b12bbcfc7c2 |
completed | March 8, 2026, 12:43 a.m. |
| NEDg | Description generation | batch_69acc6c204a88190a3171898e6e1bb91 |
completed | March 8, 2026, 12:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc7d8df108190bf92ca5e33987d04 |
completed | March 8, 2026, 12:50 a.m. |
Created at: March 1, 2026, 7:56 p.m.