Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008048

The MH-36 locality cells most similar to this Chandrapur 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

0.086

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980001201

distance 0.086 · cross-district

#2 · Nagpurcell 4840001075

distance 0.115 · cross-district

#3 · Wardhacell 4980000657

distance 0.117 · cross-district

#4 · Wardhacell 4980001190

distance 0.121 · cross-district

#5 · Wardhacell 4980001004

distance 0.122 · cross-district

#6 · Wardhacell 4980000979

distance 0.127 · cross-district

#7 · Wardhacell 4980000355

distance 0.128 · cross-district

#8 · Chandrapurcell 4730007851

distance 0.129

#9 · Chandrapurcell 4730007952

distance 0.132

#10 · Yavatmalcell 5000008843

distance 0.133 · cross-district

#11 · Wardhacell 4980000143

distance 0.136 · cross-district

#12 · Wardhacell 4980001090

distance 0.136 · cross-district

#13 · Wardhacell 4980000999

distance 0.136 · cross-district

#14 · Nagpurcell 4840001131

distance 0.138 · cross-district

#15 · Chandrapurcell 4730007747

distance 0.139

#16 · Wardhacell 4980000415

distance 0.139 · cross-district

#17 · Chandrapurcell 4730005191

distance 0.139

#18 · Yavatmalcell 5000003198

distance 0.141 · 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":473,"cluster_id":4730008048}}}'

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.