Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008088

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

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000003457

distance 0.178 · cross-district

#2 · Yavatmalcell 5000002368

distance 0.182 · cross-district

#3 · Yavatmalcell 5000005382

distance 0.187 · cross-district

#4 · Yavatmalcell 5000005007

distance 0.191 · cross-district

#5 · Yavatmalcell 5000002376

distance 0.2 · cross-district

#6 · Nandedcell 4850008062

distance 0.202

#7 · Yavatmalcell 5000001810

distance 0.205 · cross-district

#8 · Yavatmalcell 5000005380

distance 0.207 · cross-district

#9 · Yavatmalcell 5000002506

distance 0.215 · cross-district

#10 · Hingolicell 4770003928

distance 0.216 · cross-district

#11 · Yavatmalcell 5000001712

distance 0.217 · cross-district

#12 · Yavatmalcell 5000001570

distance 0.232 · cross-district

#13 · Nandedcell 4850007997

distance 0.233

#14 · Nandedcell 4850004136

distance 0.233

#15 · Washimcell 4990003407

distance 0.238 · cross-district

#16 · Yavatmalcell 5000003817

distance 0.245 · cross-district

#17 · Hingolicell 4770000676

distance 0.246 · cross-district

#18 · Yavatmalcell 5000002380

distance 0.248 · 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":4850008088}}}'

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.