Triple
T4954626
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LEED for Neighborhood Development |
E111250
|
entity |
| Predicate | hasCategory |
P87
|
FINISHED |
| Object |
Smart Location and Linkage
Smart Location and Linkage is a LEED for Neighborhood Development category that focuses on siting projects in environmentally responsible locations and connecting them to existing communities and transportation networks.
|
E482550
|
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: Smart Location and Linkage | Statement: [LEED for Neighborhood Development, hasCategory, Smart Location and Linkage]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Smart Location and Linkage Context triple: [LEED for Neighborhood Development, hasCategory, Smart Location and Linkage]
-
A.
Class G: Human Mobility, Governance, Environment and Space
Class G: Human Mobility, Governance, Environment and Space is a thematic section of Academia Europaea that focuses on interdisciplinary research into human movement, political and institutional governance, environmental issues, and spatial dynamics in society.
-
B.
MobilityLink
MobilityLink is the Maryland Transit Administration’s specialized paratransit service providing door-to-door transportation for people with disabilities who cannot use fixed-route transit.
-
C.
SenSys
SenSys is a premier ACM research conference focusing on embedded networked sensor systems and related technologies.
-
D.
Core Location
Core Location is an Apple framework that provides location and heading services to apps, enabling them to determine a device’s geographic position and related location data.
-
E.
Markov localization
Markov localization is a probabilistic method in robotics for estimating a robot’s position by maintaining and updating a belief distribution over all possible locations based on sensor data and motion.
- 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: Smart Location and Linkage Triple: [LEED for Neighborhood Development, hasCategory, Smart Location and Linkage]
Generated description
Smart Location and Linkage is a LEED for Neighborhood Development category that focuses on siting projects in environmentally responsible locations and connecting them to existing communities and transportation networks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Smart Location and Linkage Target entity description: Smart Location and Linkage is a LEED for Neighborhood Development category that focuses on siting projects in environmentally responsible locations and connecting them to existing communities and transportation networks.
-
A.
Class G: Human Mobility, Governance, Environment and Space
Class G: Human Mobility, Governance, Environment and Space is a thematic section of Academia Europaea that focuses on interdisciplinary research into human movement, political and institutional governance, environmental issues, and spatial dynamics in society.
-
B.
MobilityLink
MobilityLink is the Maryland Transit Administration’s specialized paratransit service providing door-to-door transportation for people with disabilities who cannot use fixed-route transit.
-
C.
SenSys
SenSys is a premier ACM research conference focusing on embedded networked sensor systems and related technologies.
-
D.
Core Location
Core Location is an Apple framework that provides location and heading services to apps, enabling them to determine a device’s geographic position and related location data.
-
E.
Markov localization
Markov localization is a probabilistic method in robotics for estimating a robot’s position by maintaining and updating a belief distribution over all possible locations based on sensor data and motion.
- 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_69bd4418390c8190b7e9766a2512ce55 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd71b945c0819082723712905f8295 |
completed | March 20, 2026, 4:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be81da92b48190ab41ad8f7a891544 |
completed | March 21, 2026, 11:32 a.m. |
| NEDg | Description generation | batch_69be8488df2c8190af86f34c5589a62a |
completed | March 21, 2026, 11:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be84f6d8988190b79646f063ed0567 |
completed | March 21, 2026, 11:45 a.m. |
Created at: March 20, 2026, 1:32 p.m.