Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000662

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000553

distance 0.143

#2 · Punecell 4900000903

distance 0.166

#3 · Punecell 4900000900

distance 0.195

#4 · Punecell 4900002315

distance 0.201

#5 · Solapurcell 4960005572

distance 0.207 · cross-district

#6 · Nashikcell 4870002116

distance 0.209 · cross-district

#7 · Sataracell 4940008827

distance 0.211 · cross-district

#8 · Punecell 4900002923

distance 0.211

#9 · Punecell 4900000670

distance 0.212

#10 · Punecell 4900001033

distance 0.215

#11 · Punecell 4900002484

distance 0.223

#12 · Nashikcell 4870002558

distance 0.223 · cross-district

#13 · Punecell 4900001026

distance 0.229

#14 · Sataracell 4940008420

distance 0.23 · cross-district

#15 · Punecell 4900001006

distance 0.231

#16 · Punecell 4900003706

distance 0.231

#17 · Punecell 4900000557

distance 0.234

#18 · Punecell 4900002337

distance 0.235

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":4900000662}}}'

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.