Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001007

The MH-36 locality cells most similar to this Hingoli 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

0.081

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000886

distance 0.081

#2 · Yavatmalcell 5000001488

distance 0.108 · cross-district

#3 · Hingolicell 4770000522

distance 0.112

#4 · Washimcell 4990003004

distance 0.119 · cross-district

#5 · Nandedcell 4850006593

distance 0.135 · cross-district

#6 · Nandedcell 4850006820

distance 0.139 · cross-district

#7 · Washimcell 4990003075

distance 0.139 · cross-district

#8 · Yavatmalcell 5000001498

distance 0.14 · cross-district

#9 · Nandedcell 4850006736

distance 0.14 · cross-district

#10 · Washimcell 4990003005

distance 0.14 · cross-district

#11 · Hingolicell 4770001700

distance 0.141

#12 · Yavatmalcell 5000001492

distance 0.143 · cross-district

#13 · Hingolicell 4770000773

distance 0.144

#14 · Hingolicell 4770000887

distance 0.145

#15 · Yavatmalcell 5000001631

distance 0.146 · cross-district

#16 · Washimcell 4990003403

distance 0.156 · cross-district

#17 · Washimcell 4990003274

distance 0.158 · cross-district

#18 · Washimcell 4990003342

distance 0.159 · 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":477,"cluster_id":4770001007}}}'

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.