Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001289

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000407

distance 0.171

#2 · Punecell 4900002939

distance 0.181

#3 · Punecell 4900001854

distance 0.191

#4 · Sataracell 4940008537

distance 0.191 · cross-district

#5 · Nashikcell 4870002892

distance 0.197 · cross-district

#6 · Punecell 4900001724

distance 0.199

#7 · Solapurcell 4960007285

distance 0.206 · cross-district

#8 · Nashikcell 4870002118

distance 0.208 · cross-district

#9 · Nashikcell 4870004693

distance 0.213 · cross-district

#10 · Punecell 4900006891

distance 0.216

#11 · Sataracell 4940007816

distance 0.217 · cross-district

#12 · Sataracell 4940007512

distance 0.218 · cross-district

#13 · Sataracell 4940008826

distance 0.22 · cross-district

#14 · Sataracell 4940007993

distance 0.222 · cross-district

#15 · Sataracell 4940007887

distance 0.222 · cross-district

#16 · Punecell 4900004317

distance 0.222

#17 · Solapurcell 4960008252

distance 0.222 · cross-district

#18 · Nashikcell 4870002202

distance 0.222 · 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":4900001289}}}'

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.