Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000668

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

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001673

distance 0.14

#2 · Hingolicell 4770000772

distance 0.164

#3 · Hingolicell 4770000830

distance 0.181

#4 · Hingolicell 4770000723

distance 0.182

#5 · Hingolicell 4770000941

distance 0.185

#6 · Yavatmalcell 5000001237

distance 0.191 · cross-district

#7 · Hingolicell 4770001782

distance 0.198

#8 · Beedcell 4700005128

distance 0.199 · cross-district

#9 · Washimcell 4990002044

distance 0.2 · cross-district

#10 · Hingolicell 4770001657

distance 0.2

#11 · Hingolicell 4770000672

distance 0.203

#12 · Nandedcell 4850007401

distance 0.204 · cross-district

#13 · Hingolicell 4770000877

distance 0.204

#14 · Yavatmalcell 5000001714

distance 0.206 · cross-district

#15 · Hingolicell 4770000770

distance 0.206

#16 · Yavatmalcell 5000003981

distance 0.209 · cross-district

#17 · Hingolicell 4770001779

distance 0.209

#18 · Washimcell 4990000547

distance 0.214 · 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":4770000668}}}'

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.