Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680010334

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680009002

distance 0.221

#2 · Nagpurcell 4840004840

distance 0.236 · cross-district

#3 · Bhandaracell 4710002428

distance 0.241 · cross-district

#4 · Bhandaracell 4710001611

distance 0.286 · cross-district

#5 · Nagpurcell 4840003369

distance 0.298 · cross-district

#6 · Nagpurcell 4840006007

distance 0.301 · cross-district

#7 · Nagpurcell 4840003005

distance 0.309 · cross-district

#8 · Bhandaracell 4710002861

distance 0.319 · cross-district

#9 · Nagpurcell 4840006225

distance 0.322 · cross-district

#10 · Nagpurcell 4840002626

distance 0.325 · cross-district

#11 · Chandrapurcell 4730005395

distance 0.327 · cross-district

#12 · Nagpurcell 4840003791

distance 0.332 · cross-district

#13 · Nagpurcell 4840002792

distance 0.333 · cross-district

#14 · Nagpurcell 4840007297

distance 0.333 · cross-district

#15 · Chandrapurcell 4730001005

distance 0.336 · cross-district

#16 · Nagpurcell 4840001544

distance 0.337 · cross-district

#17 · Chandrapurcell 4730008037

distance 0.338 · cross-district

#18 · Nagpurcell 4840004591

distance 0.338 · 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":468,"cluster_id":4680010334}}}'

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.