Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850007541

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850007858

distance 0.164

#2 · Yavatmalcell 5000000514

distance 0.203 · cross-district

#3 · Yavatmalcell 5000003990

distance 0.208 · cross-district

#4 · Nandedcell 4850006979

distance 0.223

#5 · Nandedcell 4850007649

distance 0.225

#6 · Yavatmalcell 5000000156

distance 0.248 · cross-district

#7 · Nandedcell 4850006754

distance 0.248

#8 · Nandedcell 4850003327

distance 0.251

#9 · Yavatmalcell 5000000099

distance 0.259 · cross-district

#10 · Yavatmalcell 5000000003

distance 0.26 · cross-district

#11 · Nandedcell 4850001619

distance 0.263

#12 · Beedcell 4700008065

distance 0.264 · cross-district

#13 · Hingolicell 4770000931

distance 0.266 · cross-district

#14 · Yavatmalcell 5000000048

distance 0.266 · cross-district

#15 · Nandedcell 4850004902

distance 0.267

#16 · Nandedcell 4850003350

distance 0.267

#17 · Hingolicell 4770000048

distance 0.268 · cross-district

#18 · Hingolicell 4770001142

distance 0.269 · 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":4850007541}}}'

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.