Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008145

The MH-36 locality cells most similar to this Pune cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 1 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.7

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008148

distance 0.7

#2 · Punecell 4900006221

distance 0.821

#3 · Punecell 4900005848

distance 0.822

#4 · Punecell 4900007916

distance 0.851

#5 · Punecell 4900007559

distance 0.864

#6 · Punecell 4900008038

distance 0.874

#7 · Punecell 4900008807

distance 0.888

#8 · Punecell 4900009252

distance 0.893

#9 · Punecell 4900007917

distance 0.909

#10 · Punecell 4900005025

distance 0.927

#11 · Punecell 4900008695

distance 0.934

#12 · Punecell 4900005847

distance 0.95

#13 · Punecell 4900009139

distance 0.97

#14 · Punecell 4900008027

distance 0.978

#15 · Punecell 4900006224

distance 0.98

#16 · Punecell 4900008467

distance 0.982

#17 · Punecell 4900009147

distance 0.99

#18 · Punecell 4900008909

distance 0.991

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":490,"cluster_id":4900008145}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.