Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008313

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980000908

distance 0.097 · cross-district

#2 · Wardhacell 4980000912

distance 0.114 · cross-district

#3 · Wardhacell 4980000823

distance 0.117 · cross-district

#4 · Wardhacell 4980000733

distance 0.122 · cross-district

#5 · Wardhacell 4980000818

distance 0.123 · cross-district

#6 · Wardhacell 4980000831

distance 0.123 · cross-district

#7 · Wardhacell 4980003175

distance 0.124 · cross-district

#8 · Wardhacell 4980000915

distance 0.124 · cross-district

#9 · Wardhacell 4980000829

distance 0.126 · cross-district

#10 · Chandrapurcell 4730008226

distance 0.13

#11 · Wardhacell 4980000740

distance 0.134 · cross-district

#12 · Wardhacell 4980001193

distance 0.134 · cross-district

#13 · Wardhacell 4980000669

distance 0.146 · cross-district

#14 · Wardhacell 4980000828

distance 0.147 · cross-district

#15 · Chandrapurcell 4730008228

distance 0.148

#16 · Wardhacell 4980000345

distance 0.149 · cross-district

#17 · Wardhacell 4980002198

distance 0.154 · cross-district

#18 · Wardhacell 4980001663

distance 0.16 · 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":4730008313}}}'

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.