Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003144

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003443

distance 0.146

#2 · Hingolicell 4770003141

distance 0.159

#3 · Parbhanicell 4890005235

distance 0.168 · cross-district

#4 · Hingolicell 4770003372

distance 0.175

#5 · Hingolicell 4770003227

distance 0.182

#6 · Hingolicell 4770002982

distance 0.182

#7 · Akolacell 4670003719

distance 0.207 · cross-district

#8 · Washimcell 4990000003

distance 0.208 · cross-district

#9 · Nagpurcell 4840006212

distance 0.214 · cross-district

#10 · Parbhanicell 4890005256

distance 0.214 · cross-district

#11 · Akolacell 4670003752

distance 0.218 · cross-district

#12 · Nagpurcell 4840005813

distance 0.22 · cross-district

#13 · Amravaticell 4680003845

distance 0.22 · cross-district

#14 · Hingolicell 4770003225

distance 0.221

#15 · Bhandaracell 4710002869

distance 0.223 · cross-district

#16 · Parbhanicell 4890004759

distance 0.225 · cross-district

#17 · Amravaticell 4680002115

distance 0.225 · cross-district

#18 · Amravaticell 4680001891

distance 0.225 · 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":4770003144}}}'

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.