Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003372

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

0.099

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003443

distance 0.099

#2 · Hingolicell 4770003227

distance 0.129

#3 · Amravaticell 4680004701

distance 0.155 · cross-district

#4 · Hingolicell 4770002982

distance 0.158

#5 · Hingolicell 4770003225

distance 0.16

#6 · Hingolicell 4770001151

distance 0.161

#7 · Parbhanicell 4890004759

distance 0.17 · cross-district

#8 · Amravaticell 4680002539

distance 0.172 · cross-district

#9 · Hingolicell 4770003144

distance 0.175

#10 · Akolacell 4670004169

distance 0.175 · cross-district

#11 · Amravaticell 4680002131

distance 0.183 · cross-district

#12 · Amravaticell 4680003745

distance 0.184 · cross-district

#13 · Amravaticell 4680001709

distance 0.185 · cross-district

#14 · Bhandaracell 4710002869

distance 0.187 · cross-district

#15 · Hingolicell 4770003231

distance 0.188

#16 · Amravaticell 4680002653

distance 0.189 · cross-district

#17 · Amravaticell 4680001597

distance 0.191 · cross-district

#18 · Amravaticell 4680002526

distance 0.191 · 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":4770003372}}}'

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.