Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940008935

The MH-36 locality cells most similar to this Satara 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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.563

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008936

distance 0.563

#2 · Parbhanicell 4890005324

distance 0.63 · cross-district

#3 · Nashikcell 4870000106

distance 0.634 · cross-district

#4 · Gadchirolicell 4750000508

distance 0.634 · cross-district

#5 · Nandurbarcell 4860001037

distance 0.641 · cross-district

#6 · Gadchirolicell 4750000039

distance 0.656 · cross-district

#7 · Parbhanicell 4890004927

distance 0.656 · cross-district

#8 · Parbhanicell 4890004972

distance 0.671 · cross-district

#9 · Punecell 4900000242

distance 0.673 · cross-district

#10 · Nashikcell 4870001234

distance 0.681 · cross-district

#11 · Gadchirolicell 4750000064

distance 0.683 · cross-district

#12 · Gadchirolicell 4750000292

distance 0.688 · cross-district

#13 · Punecell 4900003102

distance 0.694 · cross-district

#14 · Gadchirolicell 4750000038

distance 0.695 · cross-district

#15 · Beedcell 4700004798

distance 0.701 · cross-district

#16 · Raigadcell 4910001820

distance 0.702 · cross-district

#17 · Dharashivcell 4880002316

distance 0.703 · cross-district

#18 · Punecell 4900003103

distance 0.721 · 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":494,"cluster_id":4940008935}}}'

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.