Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000294

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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000068

distance 0.143

#2 · Hingolicell 4770000298

distance 0.157

#3 · Hingolicell 4770000112

distance 0.158

#4 · Nandedcell 4850004987

distance 0.16 · cross-district

#5 · Beedcell 4700007677

distance 0.175 · cross-district

#6 · Hingolicell 4770000113

distance 0.176

#7 · Beedcell 4700008250

distance 0.184 · cross-district

#8 · Hingolicell 4770000304

distance 0.187

#9 · Yavatmalcell 5000000606

distance 0.199 · cross-district

#10 · Nandedcell 4850004858

distance 0.199 · cross-district

#11 · Hingolicell 4770000088

distance 0.2

#12 · Parbhanicell 4890001388

distance 0.202 · cross-district

#13 · Nandedcell 4850004921

distance 0.203 · cross-district

#14 · Nandedcell 4850004261

distance 0.203 · cross-district

#15 · Nandedcell 4850004122

distance 0.206 · cross-district

#16 · Beedcell 4700008249

distance 0.207 · cross-district

#17 · Beedcell 4700008844

distance 0.208 · cross-district

#18 · Nandedcell 4850005771

distance 0.212 · 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":4770000294}}}'

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.