Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001039

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008688

distance 0.144 · cross-district

#2 · Punecell 4900000665

distance 0.151

#3 · Punecell 4900000663

distance 0.152

#4 · Punecell 4900001028

distance 0.158

#5 · Punecell 4900000787

distance 0.159

#6 · Sataracell 4940008225

distance 0.172 · cross-district

#7 · Sataracell 4940008223

distance 0.177 · cross-district

#8 · Punecell 4900004447

distance 0.181

#9 · Sataracell 4940007591

distance 0.182 · cross-district

#10 · Sataracell 4940008593

distance 0.186 · cross-district

#11 · Punecell 4900000914

distance 0.186

#12 · Sataracell 4940008415

distance 0.19 · cross-district

#13 · Sataracell 4940007289

distance 0.196 · cross-district

#14 · Sataracell 4940007169

distance 0.196 · cross-district

#15 · Kolhapurcell 4800004624

distance 0.197 · cross-district

#16 · Sataracell 4940008744

distance 0.198 · cross-district

#17 · Kolhapurcell 4800004622

distance 0.199 · cross-district

#18 · Sataracell 4940008578

distance 0.203 · 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":4900001039}}}'

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.