Triple
T4129194
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamilton Township, Mercer County, New Jersey |
E84998
|
entity |
| Predicate | hasNeighborhood |
P40
|
FINISHED |
| Object |
Chambersburg (Hamilton Township, New Jersey)
Chambersburg (Hamilton Township, New Jersey) is a residential neighborhood within Hamilton Township in Mercer County known for its suburban character and proximity to Trenton.
|
E84998
|
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: Chambersburg (Hamilton Township, New Jersey) | Statement: [Hamilton Township, Mercer County, New Jersey, hasNeighborhood, Chambersburg (Hamilton Township, New Jersey)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chambersburg (Hamilton Township, New Jersey) Context triple: [Hamilton Township, Mercer County, New Jersey, hasNeighborhood, Chambersburg (Hamilton Township, New Jersey)]
-
A.
Hamilton Township, Mercer County, New Jersey
Hamilton Township, Mercer County, New Jersey is a large suburban municipality near Trenton known for its residential communities, parks, and role as a commercial and transportation hub in the region.
-
B.
North Brunswick Township, New Jersey
North Brunswick Township, New Jersey is a suburban community in Middlesex County known for its residential neighborhoods, diverse population, and proximity to New Brunswick and major transportation routes.
-
C.
Chester Township, New Jersey
Chester Township, New Jersey is a suburban residential community in northwestern New Jersey known for its rural character, historic charm, and open spaces.
-
D.
East Amwell Township, New Jersey
East Amwell Township, New Jersey is a rural municipality in Hunterdon County known for its farmland, historic sites, and location near the Sourland Mountains in the central part of the state.
-
E.
Branchburg Township, New Jersey
Branchburg Township, New Jersey is a suburban community in Somerset County known for its residential neighborhoods, open spaces, and proximity to major employment and transportation hubs in central New Jersey.
- 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: Chambersburg (Hamilton Township, New Jersey) Triple: [Hamilton Township, Mercer County, New Jersey, hasNeighborhood, Chambersburg (Hamilton Township, New Jersey)]
Generated description
Chambersburg (Hamilton Township, New Jersey) is a residential neighborhood within Hamilton Township in Mercer County known for its suburban character and proximity to Trenton.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chambersburg (Hamilton Township, New Jersey) Target entity description: Chambersburg (Hamilton Township, New Jersey) is a residential neighborhood within Hamilton Township in Mercer County known for its suburban character and proximity to Trenton.
-
A.
Hamilton Township, Mercer County, New Jersey
chosen
Hamilton Township, Mercer County, New Jersey is a large suburban municipality near Trenton known for its residential communities, parks, and role as a commercial and transportation hub in the region.
-
B.
North Brunswick Township, New Jersey
North Brunswick Township, New Jersey is a suburban community in Middlesex County known for its residential neighborhoods, diverse population, and proximity to New Brunswick and major transportation routes.
-
C.
Chester Township, New Jersey
Chester Township, New Jersey is a suburban residential community in northwestern New Jersey known for its rural character, historic charm, and open spaces.
-
D.
East Amwell Township, New Jersey
East Amwell Township, New Jersey is a rural municipality in Hunterdon County known for its farmland, historic sites, and location near the Sourland Mountains in the central part of the state.
-
E.
Branchburg Township, New Jersey
Branchburg Township, New Jersey is a suburban community in Somerset County known for its residential neighborhoods, open spaces, and proximity to major employment and transportation hubs in central New Jersey.
- F. None of above.
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_69aed935ccd881909dc61f81bcdb7a78 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af021c5ca48190a829bab07dda55d0 |
completed | March 9, 2026, 5:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b576bf503c8190be44139a908ee42d |
completed | March 14, 2026, 2:54 p.m. |
| NEDg | Description generation | batch_69b577ac31888190b6182b00bd5c709f |
completed | March 14, 2026, 2:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b57839ee548190804ef306fc9b3a6e |
completed | March 14, 2026, 3:01 p.m. |
Created at: March 9, 2026, 3:42 p.m.