Triple
T19188813
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hazle Township, Pennsylvania |
E469774
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Stockton, Pennsylvania
Stockton, Pennsylvania is a small unincorporated community located within Hazle Township in Luzerne County, known primarily as a residential area in northeastern Pennsylvania.
|
E1362633
|
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: Stockton, Pennsylvania | Statement: [Hazle Township, Pennsylvania, contains, Stockton, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stockton, Pennsylvania Context triple: [Hazle Township, Pennsylvania, contains, Stockton, Pennsylvania]
-
A.
Stockton, New Jersey
Stockton, New Jersey is a small historic borough along the Delaware River known for its quaint village character and scenic rural surroundings in Hunterdon County.
-
B.
Pottstown, Pennsylvania
Pottstown, Pennsylvania is a historic borough in southeastern Pennsylvania known for its industrial heritage and location northwest of Philadelphia.
-
C.
Stockton
Stockton is a surname most famously associated with John Stockton, the Hall of Fame NBA point guard known for his record-setting assists and steals.
-
D.
Stockton
Stockton is a major inland port city in California’s Central Valley, known for its agricultural economy, diverse population, and role as a transportation and logistics hub.
-
E.
Stockton
Stockton is a riverside suburb of Newcastle in New South Wales, Australia, known for its long sandy beaches and coastal lifestyle.
- 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: Stockton, Pennsylvania Triple: [Hazle Township, Pennsylvania, contains, Stockton, Pennsylvania]
Generated description
Stockton, Pennsylvania is a small unincorporated community located within Hazle Township in Luzerne County, known primarily as a residential area in northeastern Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stockton, Pennsylvania Target entity description: Stockton, Pennsylvania is a small unincorporated community located within Hazle Township in Luzerne County, known primarily as a residential area in northeastern Pennsylvania.
-
A.
Stockton, New Jersey
Stockton, New Jersey is a small historic borough along the Delaware River known for its quaint village character and scenic rural surroundings in Hunterdon County.
-
B.
Pottstown, Pennsylvania
Pottstown, Pennsylvania is a historic borough in southeastern Pennsylvania known for its industrial heritage and location northwest of Philadelphia.
-
C.
Stockton
Stockton is a surname most famously associated with John Stockton, the Hall of Fame NBA point guard known for his record-setting assists and steals.
-
D.
Stockton
Stockton is a major inland port city in California’s Central Valley, known for its agricultural economy, diverse population, and role as a transportation and logistics hub.
-
E.
Stockton
Stockton is a riverside suburb of Newcastle in New South Wales, Australia, known for its long sandy beaches and coastal lifestyle.
- 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_69d8dd0ad9088190a173b32657ae2e7a |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5f8a01d08819081608a6ab8c6e705 |
completed | April 20, 2026, 9:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a06f8bc2b70819094e8f7090798fdad |
completed | May 15, 2026, 10:43 a.m. |
| NEDg | Description generation | batch_6a06f997ec9481908db1cbb6fdfec973 |
completed | May 15, 2026, 10:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06fa2013508190b014d0c899dd86e4 |
completed | May 15, 2026, 10:49 a.m. |
Created at: April 10, 2026, 12:07 p.m.