Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000974

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001091

distance 0.214

#2 · Sataracell 4940001154

distance 0.22

#3 · Sataracell 4940001028

distance 0.259

#4 · Sataracell 4940000915

distance 0.259

#5 · Nashikcell 4870003067

distance 0.26 · cross-district

#6 · Kolhapurcell 4800000695

distance 0.262 · cross-district

#7 · Nashikcell 4870003625

distance 0.265 · cross-district

#8 · Nashikcell 4870004339

distance 0.266 · cross-district

#9 · Nashikcell 4870001982

distance 0.269 · cross-district

#10 · Ahmednagarcell 4660004974

distance 0.273 · cross-district

#11 · Kolhapurcell 4800000384

distance 0.277 · cross-district

#12 · Kolhapurcell 4800000588

distance 0.277 · cross-district

#13 · Kolhapurcell 4800000660

distance 0.28 · cross-district

#14 · Hingolicell 4770003592

distance 0.281 · cross-district

#15 · Sataracell 4940001214

distance 0.282

#16 · Kolhapurcell 4800000546

distance 0.283 · cross-district

#17 · Beedcell 4700005503

distance 0.283 · cross-district

#18 · Sataracell 4940001155

distance 0.285

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":4940000974}}}'

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.