Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010721

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900011746

distance 0.129

#2 · Punecell 4900010886

distance 0.174

#3 · Punecell 4900008181

distance 0.182

#4 · Punecell 4900011420

distance 0.194

#5 · Punecell 4900009594

distance 0.195

#6 · Punecell 4900010008

distance 0.198

#7 · Punecell 4900011748

distance 0.199

#8 · Punecell 4900010465

distance 0.205

#9 · Punecell 4900009494

distance 0.208

#10 · Punecell 4900010805

distance 0.216

#11 · Punecell 4900008420

distance 0.218

#12 · Punecell 4900010466

distance 0.221

#13 · Ahmednagarcell 4660004811

distance 0.223 · cross-district

#14 · Punecell 4900010640

distance 0.224

#15 · Punecell 4900011127

distance 0.227

#16 · Punecell 4900010472

distance 0.228

#17 · Punecell 4900011745

distance 0.229

#18 · Punecell 4900010806

distance 0.229

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":4900010721}}}'

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.