Triple
T15079293
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Commercial Street (Malden, Massachusetts) |
E380093
|
entity |
| Predicate | hasSurroundingArea |
P855
|
FINISHED |
| Object |
downtown Malden
Downtown Malden is the central business and civic district of Malden, Massachusetts, featuring a mix of shops, restaurants, services, and public facilities.
|
E1137498
|
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: downtown Malden | Statement: [Commercial Street (Malden, Massachusetts), hasSurroundingArea, downtown Malden]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: downtown Malden Context triple: [Commercial Street (Malden, Massachusetts), hasSurroundingArea, downtown Malden]
-
A.
Malden riverfront
Malden riverfront is the developed shoreline area along the Malden River, featuring public access, recreational spaces, and views of the water.
-
B.
City of Malden
The City of Malden is an urban municipality in Middlesex County, Massachusetts, located just north of Boston and known for its diverse population and residential neighborhoods.
-
C.
New Malden
New Malden is a suburban town in south-west London, England, known for its large Korean community and residential character.
-
D.
Downtown Mall
Downtown Mall is a historic pedestrian-only shopping and dining district in downtown Charlottesville, Virginia, known for its brick-paved streets, restored buildings, and vibrant cultural scene.
-
E.
Malden, Massachusetts
Malden, Massachusetts is a suburban city just north of Boston known for its diverse population, historic neighborhoods, and mix of residential and commercial areas.
- 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: downtown Malden Triple: [Commercial Street (Malden, Massachusetts), hasSurroundingArea, downtown Malden]
Generated description
Downtown Malden is the central business and civic district of Malden, Massachusetts, featuring a mix of shops, restaurants, services, and public facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: downtown Malden Target entity description: Downtown Malden is the central business and civic district of Malden, Massachusetts, featuring a mix of shops, restaurants, services, and public facilities.
-
A.
Malden riverfront
Malden riverfront is the developed shoreline area along the Malden River, featuring public access, recreational spaces, and views of the water.
-
B.
City of Malden
The City of Malden is an urban municipality in Middlesex County, Massachusetts, located just north of Boston and known for its diverse population and residential neighborhoods.
-
C.
New Malden
New Malden is a suburban town in south-west London, England, known for its large Korean community and residential character.
-
D.
Downtown Mall
Downtown Mall is a historic pedestrian-only shopping and dining district in downtown Charlottesville, Virginia, known for its brick-paved streets, restored buildings, and vibrant cultural scene.
-
E.
Malden, Massachusetts
Malden, Massachusetts is a suburban city just north of Boston known for its diverse population, historic neighborhoods, and mix of residential and commercial areas.
- 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_69d85cd7683881908d405c1b5d7b4f7f |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69dff80008c88190840f94222f867478 |
completed | April 15, 2026, 8:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feae13f76881908485b3507b380799 |
completed | May 9, 2026, 3:46 a.m. |
| NEDg | Description generation | batch_69feafdbf5c08190b4b219009dbeb511 |
completed | May 9, 2026, 3:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69feb05a3a308190930594538d79722a |
completed | May 9, 2026, 3:56 a.m. |
Created at: April 10, 2026, 3:03 a.m.