Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001540

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006496

distance 0.189 · cross-district

#2 · Sataracell 4940003604

distance 0.197

#3 · Sataracell 4940002810

distance 0.199

#4 · Sataracell 4940002699

distance 0.229

#5 · Sataracell 4940002471

distance 0.261

#6 · Sataracell 4940000239

distance 0.345

#7 · Sataracell 4940003605

distance 0.35

#8 · Kolhapurcell 4800006451

distance 0.363 · cross-district

#9 · Sanglicell 4930004770

distance 0.369 · cross-district

#10 · Nandurbarcell 4860005051

distance 0.373 · cross-district

#11 · Sataracell 4940003257

distance 0.381

#12 · Sataracell 4940003374

distance 0.385

#13 · Nagpurcell 4840007806

distance 0.386 · cross-district

#14 · Hingolicell 4770001787

distance 0.409 · cross-district

#15 · Sataracell 4940001539

distance 0.439

#16 · Sataracell 4940003838

distance 0.442

#17 · Buldhanacell 4720001364

distance 0.442 · cross-district

#18 · Nagpurcell 4840007526

distance 0.452 · 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":4940001540}}}'

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.