Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000238

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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000839

distance 0.223

#2 · Sataracell 4940000954

distance 0.273

#3 · Nashikcell 4870008367

distance 0.287 · cross-district

#4 · Sanglicell 4930004359

distance 0.287 · cross-district

#5 · Sanglicell 4930005468

distance 0.3 · cross-district

#6 · Sataracell 4940000953

distance 0.3

#7 · Sataracell 4940000955

distance 0.308

#8 · Kolhapurcell 4800005221

distance 0.31 · cross-district

#9 · Sataracell 4940006578

distance 0.311

#10 · Sataracell 4940000688

distance 0.314

#11 · Amravaticell 4680006511

distance 0.315 · cross-district

#12 · Sanglicell 4930006289

distance 0.321 · cross-district

#13 · Kolhapurcell 4800005384

distance 0.322 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690004357

distance 0.322 · cross-district

#15 · Sataracell 4940000096

distance 0.323

#16 · Ahmednagarcell 4660013395

distance 0.325 · cross-district

#17 · Sataracell 4940000406

distance 0.325

#18 · Nashikcell 4870008644

distance 0.328 · 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":4940000238}}}'

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.