Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001019

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000840

distance 0.199

#2 · Ratnagiricell 4920004634

distance 0.238 · cross-district

#3 · Ratnagiricell 4920003128

distance 0.242 · cross-district

#4 · Sataracell 4940000240

distance 0.287

#5 · Ratnagiricell 4920004796

distance 0.296 · cross-district

#6 · Ratnagiricell 4920004687

distance 0.301 · cross-district

#7 · Ratnagiricell 4920003284

distance 0.314 · cross-district

#8 · Ratnagiricell 4920003077

distance 0.352 · cross-district

#9 · Sataracell 4940001450

distance 0.369

#10 · Sataracell 4940000782

distance 0.378

#11 · Ratnagiricell 4920003378

distance 0.379 · cross-district

#12 · Sataracell 4940000284

distance 0.379

#13 · Sataracell 4940002242

distance 0.38

#14 · Ratnagiricell 4920003234

distance 0.38 · cross-district

#15 · Sataracell 4940001541

distance 0.38

#16 · Sataracell 4940002700

distance 0.388

#17 · Sataracell 4940002241

distance 0.396

#18 · Sataracell 4940002701

distance 0.401

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":4940001019}}}'

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.