Triple
T12536466
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Needham Market |
E299702
|
entity |
| Predicate | hasLandmark |
P105
|
FINISHED |
| Object |
Needham Lake
Needham Lake is a scenic country park and wildlife haven in Needham Market, Suffolk, featuring a large lake, walking trails, and recreational areas.
|
E1033691
|
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: Needham Lake | Statement: [Needham Market, hasLandmark, Needham Lake]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Needham Lake Context triple: [Needham Market, hasLandmark, Needham Lake]
-
A.
Hinsdale Lake
Hinsdale Lake is a small freshwater lake located in the town of Hinsdale in western Massachusetts, used primarily for recreation and local outdoor activities.
-
B.
Keyes Pond
Keyes Pond is a small freshwater lake located in the town of Sweden in western Maine, known for its quiet, rural setting and recreational use.
-
C.
Griswold Lake
Griswold Lake is one of the interconnected natural lakes in Wisconsin’s Chain O’Lakes region, popular for boating, fishing, and other recreational activities.
-
D.
Nagog Pond
Nagog Pond is a natural body of water in northeastern Massachusetts, known historically as a public water supply and for its surrounding conservation land and recreational trails.
-
E.
Rangeley Lake
Rangeley Lake is a scenic freshwater lake in western Maine known for its recreational opportunities, including fishing, boating, and lakeside camping.
- 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: Needham Lake Triple: [Needham Market, hasLandmark, Needham Lake]
Generated description
Needham Lake is a scenic country park and wildlife haven in Needham Market, Suffolk, featuring a large lake, walking trails, and recreational areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Needham Lake Target entity description: Needham Lake is a scenic country park and wildlife haven in Needham Market, Suffolk, featuring a large lake, walking trails, and recreational areas.
-
A.
Hinsdale Lake
Hinsdale Lake is a small freshwater lake located in the town of Hinsdale in western Massachusetts, used primarily for recreation and local outdoor activities.
-
B.
Keyes Pond
Keyes Pond is a small freshwater lake located in the town of Sweden in western Maine, known for its quiet, rural setting and recreational use.
-
C.
Griswold Lake
Griswold Lake is one of the interconnected natural lakes in Wisconsin’s Chain O’Lakes region, popular for boating, fishing, and other recreational activities.
-
D.
Nagog Pond
Nagog Pond is a natural body of water in northeastern Massachusetts, known historically as a public water supply and for its surrounding conservation land and recreational trails.
-
E.
Rangeley Lake
Rangeley Lake is a scenic freshwater lake in western Maine known for its recreational opportunities, including fishing, boating, and lakeside camping.
- 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_69d6ada707008190aaec1238117c9379 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9546d3b2081908d3e0659f8f13678 |
completed | April 10, 2026, 7:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f716b1c7c081909154a59516b59d63 |
completed | May 3, 2026, 9:34 a.m. |
| NEDg | Description generation | batch_69f71842a8808190ae4ef8b22bdbd0c6 |
completed | May 3, 2026, 9:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f71908236481909140a5953ec44498 |
completed | May 3, 2026, 9:44 a.m. |
Created at: April 8, 2026, 9:57 p.m.