Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000656

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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008495

distance 0.143 · cross-district

#2 · Sataracell 4940008583

distance 0.163 · cross-district

#3 · Sataracell 4940008666

distance 0.172 · cross-district

#4 · Sataracell 4940008581

distance 0.176 · cross-district

#5 · Punecell 4900000177

distance 0.181

#6 · Sataracell 4940008407

distance 0.185 · cross-district

#7 · Sataracell 4940008442

distance 0.187 · cross-district

#8 · Punecell 4900000920

distance 0.187

#9 · Sataracell 4940008496

distance 0.188 · cross-district

#10 · Sataracell 4940008663

distance 0.188 · cross-district

#11 · Sataracell 4940008500

distance 0.191 · cross-district

#12 · Sataracell 4940007591

distance 0.192 · cross-district

#13 · Sataracell 4940008535

distance 0.192 · cross-district

#14 · Punecell 4900000524

distance 0.192

#15 · Sataracell 4940008744

distance 0.194 · cross-district

#16 · Sataracell 4940008578

distance 0.194 · cross-district

#17 · Sataracell 4940007824

distance 0.196 · cross-district

#18 · Sataracell 4940008223

distance 0.199 · 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":4900000656}}}'

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.