Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940003749

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.312

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850007868

distance 0.312 · cross-district

#2 · Beedcell 4700004064

distance 0.316 · cross-district

#3 · Sataracell 4940001945

distance 0.324

#4 · Sataracell 4940003748

distance 0.328

#5 · Beedcell 4700003387

distance 0.328 · cross-district

#6 · Sataracell 4940000763

distance 0.343

#7 · Nandedcell 4850006314

distance 0.351 · cross-district

#8 · Dhulecell 4740006219

distance 0.352 · cross-district

#9 · Sataracell 4940002712

distance 0.352

#10 · Yavatmalcell 5000001192

distance 0.355 · cross-district

#11 · Sataracell 4940001402

distance 0.358

#12 · Kolhapurcell 4800003136

distance 0.363 · cross-district

#13 · Ahmednagarcell 4660008698

distance 0.364 · cross-district

#14 · Gadchirolicell 4750004849

distance 0.365 · cross-district

#15 · Nandedcell 4850006315

distance 0.37 · cross-district

#16 · Nandedcell 4850008121

distance 0.371 · cross-district

#17 · Nandedcell 4850008429

distance 0.372 · cross-district

#18 · Beedcell 4700004726

distance 0.372 · 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":4940003749}}}'

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.