Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003061

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003301

distance 0.105

#2 · Hingolicell 4770002910

distance 0.129

#3 · Hingolicell 4770003226

distance 0.141

#4 · Hingolicell 4770003224

distance 0.142

#5 · Buldhanacell 4720000008

distance 0.153 · cross-district

#6 · Hingolicell 4770002476

distance 0.157

#7 · Amravaticell 4680001782

distance 0.166 · cross-district

#8 · Hingolicell 4770003225

distance 0.169

#9 · Amravaticell 4680001892

distance 0.169 · cross-district

#10 · Amravaticell 4680002443

distance 0.176 · cross-district

#11 · Hingolicell 4770002978

distance 0.177

#12 · Amravaticell 4680001812

distance 0.178 · cross-district

#13 · Amravaticell 4680002006

distance 0.182 · cross-district

#14 · Akolacell 4670003528

distance 0.185 · cross-district

#15 · Amravaticell 4680001696

distance 0.185 · cross-district

#16 · Amravaticell 4680002570

distance 0.185 · cross-district

#17 · Amravaticell 4680002026

distance 0.185 · cross-district

#18 · Amravaticell 4680001917

distance 0.186 · 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":4770003061}}}'

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.