Triple
T4040813
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marlborough, Massachusetts |
E83941
|
entity |
| Predicate | hasLake |
P1025
|
FINISHED |
| Object |
Lake Williams
Lake Williams is a small freshwater lake and recreational area located in Marlborough, Massachusetts.
|
E408890
|
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: Lake Williams | Statement: [Marlborough, Massachusetts, hasLake, Lake Williams]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lake Williams Context triple: [Marlborough, Massachusetts, hasLake, Lake Williams]
-
A.
Antelope Valley
Antelope Valley is a high-desert region in Southern California known for its poppy fields, aerospace industry presence, and location at the western edge of the Mojave Desert.
-
B.
Saline Valley
Saline Valley is a remote, arid basin in eastern California known for its stark desert landscapes, natural hot springs, and isolation within the northern Mojave Desert.
-
C.
Furnace Creek Wash
Furnace Creek Wash is a desert drainage channel in California’s Death Valley region, known for carrying intermittent runoff through one of the hottest and driest places on Earth.
-
D.
Furnace Creek
Furnace Creek is a small settlement and visitor hub in California’s Death Valley National Park, known for its extreme heat records and proximity to major desert attractions like Badwater Basin.
-
E.
Saguaro Lake
Saguaro Lake is a scenic reservoir in central Arizona known for its desert canyon landscapes, boating, and fishing opportunities.
- 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: Lake Williams Triple: [Marlborough, Massachusetts, hasLake, Lake Williams]
Generated description
Lake Williams is a small freshwater lake and recreational area located in Marlborough, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lake Williams Target entity description: Lake Williams is a small freshwater lake and recreational area located in Marlborough, Massachusetts.
-
A.
Antelope Valley
Antelope Valley is a high-desert region in Southern California known for its poppy fields, aerospace industry presence, and location at the western edge of the Mojave Desert.
-
B.
Saline Valley
Saline Valley is a remote, arid basin in eastern California known for its stark desert landscapes, natural hot springs, and isolation within the northern Mojave Desert.
-
C.
Furnace Creek Wash
Furnace Creek Wash is a desert drainage channel in California’s Death Valley region, known for carrying intermittent runoff through one of the hottest and driest places on Earth.
-
D.
Furnace Creek
Furnace Creek is a small settlement and visitor hub in California’s Death Valley National Park, known for its extreme heat records and proximity to major desert attractions like Badwater Basin.
-
E.
Saguaro Lake
Saguaro Lake is a scenic reservoir in central Arizona known for its desert canyon landscapes, boating, and fishing opportunities.
- 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_69aed92f7cf0819098e0539bdcc3767f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefb39400881909d0f5430f04e441c |
completed | March 9, 2026, 4:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b55649b75c819086b272f56ac73be4 |
completed | March 14, 2026, 12:36 p.m. |
| NEDg | Description generation | batch_69b55a1974348190b6c8ca74fb9da47e |
completed | March 14, 2026, 12:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b55a828d7881908e3e9a14bc77103c |
completed | March 14, 2026, 12:54 p.m. |
Created at: March 9, 2026, 3:37 p.m.