Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003572

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

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960009354

distance 0.167 · cross-district

#2 · Amravaticell 4680005912

distance 0.177 · cross-district

#3 · Amravaticell 4680001292

distance 0.184 · cross-district

#4 · Amravaticell 4680004028

distance 0.186 · cross-district

#5 · Amravaticell 4680004736

distance 0.189 · cross-district

#6 · Solapurcell 4960010172

distance 0.19 · cross-district

#7 · Chandrapurcell 4730005187

distance 0.191 · cross-district

#8 · Solapurcell 4960010330

distance 0.191 · cross-district

#9 · Buldhanacell 4720006010

distance 0.191 · cross-district

#10 · Solapurcell 4960003833

distance 0.193 · cross-district

#11 · Solapurcell 4960009709

distance 0.193 · cross-district

#12 · Ahmednagarcell 4660000353

distance 0.193 · cross-district

#13 · Akolacell 4670004307

distance 0.195 · cross-district

#14 · Solapurcell 4960010657

distance 0.196 · cross-district

#15 · Amravaticell 4680001152

distance 0.196 · cross-district

#16 · Amravaticell 4680005041

distance 0.197 · cross-district

#17 · Nandedcell 4850002694

distance 0.198 · cross-district

#18 · Amravaticell 4680006461

distance 0.198 · 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":4770003572}}}'

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.