Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008041

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.064

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008040

distance 0.064

#2 · Nandedcell 4850008013

distance 0.098

#3 · Yavatmalcell 5000001561

distance 0.118 · cross-district

#4 · Yavatmalcell 5000002257

distance 0.118 · cross-district

#5 · Yavatmalcell 5000000955

distance 0.129 · cross-district

#6 · Yavatmalcell 5000001007

distance 0.13 · cross-district

#7 · Yavatmalcell 5000000956

distance 0.13 · cross-district

#8 · Yavatmalcell 5000001009

distance 0.132 · cross-district

#9 · Yavatmalcell 5000002237

distance 0.134 · cross-district

#10 · Yavatmalcell 5000001440

distance 0.147 · cross-district

#11 · Yavatmalcell 5000001123

distance 0.148 · cross-district

#12 · Yavatmalcell 5000004308

distance 0.15 · cross-district

#13 · Yavatmalcell 5000002365

distance 0.15 · cross-district

#14 · Yavatmalcell 5000001558

distance 0.151 · cross-district

#15 · Hingolicell 4770002010

distance 0.152 · cross-district

#16 · Yavatmalcell 5000001288

distance 0.153 · cross-district

#17 · Hingolicell 4770001236

distance 0.154 · cross-district

#18 · Nandedcell 4850007715

distance 0.155

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":4850008041}}}'

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.