Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001965

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

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007150

distance 0.179 · cross-district

#2 · Sataracell 4940007053

distance 0.179 · cross-district

#3 · Punecell 4900003449

distance 0.187

#4 · Punecell 4900001562

distance 0.188

#5 · Solapurcell 4960007275

distance 0.189 · cross-district

#6 · Punecell 4900002740

distance 0.19

#7 · Sataracell 4940007354

distance 0.192 · cross-district

#8 · Punecell 4900002429

distance 0.194

#9 · Sataracell 4940007256

distance 0.198 · cross-district

#10 · Sataracell 4940007370

distance 0.204 · cross-district

#11 · Punecell 4900005511

distance 0.208

#12 · Sataracell 4940004308

distance 0.21 · cross-district

#13 · Punecell 4900005772

distance 0.21

#14 · Sataracell 4940004427

distance 0.211 · cross-district

#15 · Sataracell 4940008632

distance 0.213 · cross-district

#16 · Punecell 4900001673

distance 0.213

#17 · Nashikcell 4870002368

distance 0.213 · cross-district

#18 · Solapurcell 4960008478

distance 0.214 · cross-district

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":4900001965}}}'

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.