Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840004321

The MH-36 locality cells most similar to this Nagpur 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003903

distance 0.12

#2 · Bhandaracell 4710003042

distance 0.13 · cross-district

#3 · Bhandaracell 4710002891

distance 0.131 · cross-district

#4 · Nagpurcell 4840006155

distance 0.136

#5 · Gondiacell 4760001822

distance 0.137 · cross-district

#6 · Bhandaracell 4710002928

distance 0.141 · cross-district

#7 · Bhandaracell 4710002176

distance 0.145 · cross-district

#8 · Bhandaracell 4710002925

distance 0.15 · cross-district

#9 · Bhandaracell 4710002281

distance 0.153 · cross-district

#10 · Nagpurcell 4840005898

distance 0.155

#11 · Bhandaracell 4710002963

distance 0.156 · cross-district

#12 · Nagpurcell 4840002937

distance 0.159

#13 · Bhandaracell 4710002062

distance 0.16 · cross-district

#14 · Bhandaracell 4710002995

distance 0.161 · cross-district

#15 · Bhandaracell 4710002899

distance 0.163 · cross-district

#16 · Bhandaracell 4710003123

distance 0.163 · cross-district

#17 · Gondiacell 4760002055

distance 0.164 · cross-district

#18 · Bhandaracell 4710002172

distance 0.17 · 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":484,"cluster_id":4840004321}}}'

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.