Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000676

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001131

distance 0.196

#2 · Hingolicell 4770000437

distance 0.214

#3 · Hingolicell 4770001202

distance 0.215

#4 · Nandedcell 4850004136

distance 0.217 · cross-district

#5 · Yavatmalcell 5000001805

distance 0.22 · cross-district

#6 · Hingolicell 4770000109

distance 0.223

#7 · Hingolicell 4770001670

distance 0.229

#8 · Hingolicell 4770003928

distance 0.231

#9 · Nandedcell 4850007997

distance 0.236 · cross-district

#10 · Washimcell 4990000998

distance 0.237 · cross-district

#11 · Yavatmalcell 5000005223

distance 0.238 · cross-district

#12 · Washimcell 4990000464

distance 0.24 · cross-district

#13 · Nandedcell 4850006970

distance 0.242 · cross-district

#14 · Hingolicell 4770000707

distance 0.243

#15 · Yavatmalcell 5000001658

distance 0.244 · cross-district

#16 · Nandedcell 4850008088

distance 0.246 · cross-district

#17 · Jalgaoncell 4780005329

distance 0.246 · cross-district

#18 · Nandedcell 4850002744

distance 0.246 · 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":4770000676}}}'

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.