Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008638

The MH-36 locality cells most similar to this Nanded 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000000156

distance 0.178 · cross-district

#2 · Yavatmalcell 5000001419

distance 0.201 · cross-district

#3 · Nandedcell 4850006982

distance 0.203

#4 · Yavatmalcell 5000000048

distance 0.215 · cross-district

#5 · Nandedcell 4850006754

distance 0.225

#6 · Nandedcell 4850006698

distance 0.231

#7 · Yavatmalcell 5000000660

distance 0.235 · cross-district

#8 · Nandedcell 4850007345

distance 0.237

#9 · Hingolicell 4770000046

distance 0.238 · cross-district

#10 · Hingolicell 4770000716

distance 0.238 · cross-district

#11 · Nandedcell 4850001669

distance 0.247

#12 · Beedcell 4700007130

distance 0.247 · cross-district

#13 · Yavatmalcell 5000005861

distance 0.251 · cross-district

#14 · Nandedcell 4850003180

distance 0.251

#15 · Yavatmalcell 5000005535

distance 0.252 · cross-district

#16 · Nandedcell 4850005494

distance 0.253

#17 · Nandedcell 4850006751

distance 0.254

#18 · Jalnacell 4790000414

distance 0.256 · 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":485,"cluster_id":4850008638}}}'

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.