Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850007970

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

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850007674

distance 0.165

#2 · Nandedcell 4850006822

distance 0.169

#3 · Nandedcell 4850007399

distance 0.17

#4 · Hingolicell 4770001706

distance 0.178 · cross-district

#5 · Hingolicell 4770000934

distance 0.182 · cross-district

#6 · Yavatmalcell 5000001495

distance 0.186 · cross-district

#7 · Hingolicell 4770001247

distance 0.192 · cross-district

#8 · Hingolicell 4770001649

distance 0.195 · cross-district

#9 · Nandedcell 4850007682

distance 0.198

#10 · Yavatmalcell 5000001073

distance 0.199 · cross-district

#11 · Nandedcell 4850008063

distance 0.203

#12 · Nandedcell 4850007795

distance 0.208

#13 · Nandedcell 4850007847

distance 0.209

#14 · Yavatmalcell 5000001898

distance 0.211 · cross-district

#15 · Yavatmalcell 5000003428

distance 0.216 · cross-district

#16 · Hingolicell 4770001146

distance 0.216 · cross-district

#17 · Hingolicell 4770001323

distance 0.217 · cross-district

#18 · Hingolicell 4770000838

distance 0.219 · 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":4850007970}}}'

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.