Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001460

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003720

distance 0.16

#2 · Sataracell 4940002029

distance 0.241

#3 · Yavatmalcell 5000001876

distance 0.259 · cross-district

#4 · Hingolicell 4770003212

distance 0.281 · cross-district

#5 · Parbhanicell 4890004391

distance 0.281 · cross-district

#6 · Sataracell 4940001823

distance 0.285

#7 · Hingolicell 4770002466

distance 0.287 · cross-district

#8 · Sataracell 4940001820

distance 0.288

#9 · Sataracell 4940001819

distance 0.289

#10 · Hingolicell 4770002670

distance 0.29 · cross-district

#11 · Sataracell 4940002586

distance 0.291

#12 · Hingolicell 4770003295

distance 0.3 · cross-district

#13 · Hingolicell 4770002473

distance 0.305 · cross-district

#14 · Hingolicell 4770002819

distance 0.306 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690001970

distance 0.313 · cross-district

#16 · Hingolicell 4770002747

distance 0.315 · cross-district

#17 · Parbhanicell 4890004488

distance 0.325 · cross-district

#18 · Parbhanicell 4890004926

distance 0.327 · 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":4940001460}}}'

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.