Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680007821

The MH-36 locality cells most similar to this Amravati 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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680007944

distance 0.092

#2 · Amravaticell 4680008178

distance 0.096

#3 · Amravaticell 4680007943

distance 0.113

#4 · Amravaticell 4680007820

distance 0.114

#5 · Amravaticell 4680008177

distance 0.118

#6 · Amravaticell 4680009160

distance 0.135

#7 · Amravaticell 4680008063

distance 0.143

#8 · Amravaticell 4680007568

distance 0.146

#9 · Amravaticell 4680002301

distance 0.154

#10 · Amravaticell 4680008290

distance 0.155

#11 · Wardhacell 4980003493

distance 0.161 · cross-district

#12 · Nagpurcell 4840005905

distance 0.163 · cross-district

#13 · Nagpurcell 4840005389

distance 0.163 · cross-district

#14 · Wardhacell 4980005269

distance 0.164 · cross-district

#15 · Wardhacell 4980005391

distance 0.165 · cross-district

#16 · Amravaticell 4680007822

distance 0.165

#17 · Wardhacell 4980005409

distance 0.166 · cross-district

#18 · Amravaticell 4680008285

distance 0.166

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":468,"cluster_id":4680007821}}}'

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.