Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840005321

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 2 distinct districts

Index confidence

0.94

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.064

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004155

distance 0.064

#2 · Nagpurcell 4840004581

distance 0.084

#3 · Nagpurcell 4840005451

distance 0.098

#4 · Nagpurcell 4840004049

distance 0.112

#5 · Nagpurcell 4840005833

distance 0.116

#6 · Nagpurcell 4840005832

distance 0.127

#7 · Nagpurcell 4840004475

distance 0.128

#8 · Nagpurcell 4840005834

distance 0.129

#9 · Wardhacell 4980001263

distance 0.136 · cross-district

#10 · Nagpurcell 4840005973

distance 0.139

#11 · Wardhacell 4980003644

distance 0.143 · cross-district

#12 · Nagpurcell 4840004367

distance 0.143

#13 · Nagpurcell 4840005323

distance 0.144

#14 · Wardhacell 4980003702

distance 0.147 · cross-district

#15 · Nagpurcell 4840005455

distance 0.148

#16 · Nagpurcell 4840005318

distance 0.149

#17 · Nagpurcell 4840005317

distance 0.15

#18 · Wardhacell 4980002785

distance 0.15 · 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":4840005321}}}'

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.