Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001469

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.215

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001382

distance 0.215

#2 · Ratnagiricell 4920005142

distance 0.24 · cross-district

#3 · Ratnagiricell 4920004788

distance 0.255 · cross-district

#4 · Ratnagiricell 4920004848

distance 0.272 · cross-district

#5 · Ratnagiricell 4920004790

distance 0.275 · cross-district

#6 · Sataracell 4940001624

distance 0.277

#7 · Ratnagiricell 4920004791

distance 0.286 · cross-district

#8 · Sataracell 4940001322

distance 0.287

#9 · Ratnagiricell 4920004422

distance 0.289 · cross-district

#10 · Ratnagiricell 4920004370

distance 0.292 · cross-district

#11 · Ratnagiricell 4920004906

distance 0.293 · cross-district

#12 · Ratnagiricell 4920004789

distance 0.3 · cross-district

#13 · Sataracell 4940001260

distance 0.305

#14 · Ratnagiricell 4920004524

distance 0.307 · cross-district

#15 · Amravaticell 4680008963

distance 0.312 · cross-district

#16 · Sataracell 4940001202

distance 0.314

#17 · Nashikcell 4870005221

distance 0.318 · cross-district

#18 · Amravaticell 4680006215

distance 0.319 · 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":4940001469}}}'

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.