Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002413

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.085

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002544

distance 0.085

#2 · Chandrapurcell 4730002280

distance 0.097

#3 · Chandrapurcell 4730000298

distance 0.108

#4 · Chandrapurcell 4730002283

distance 0.134

#5 · Chandrapurcell 4730001898

distance 0.134

#6 · Chandrapurcell 4730002608

distance 0.138

#7 · Chandrapurcell 4730002139

distance 0.142

#8 · Akolacell 4670004122

distance 0.143 · cross-district

#9 · Chandrapurcell 4730004138

distance 0.146

#10 · Chandrapurcell 4730001817

distance 0.148

#11 · Chandrapurcell 4730002540

distance 0.148

#12 · Yavatmalcell 5000001545

distance 0.151 · cross-district

#13 · Chandrapurcell 4730002063

distance 0.153

#14 · Chandrapurcell 4730000285

distance 0.155

#15 · Akolacell 4670003627

distance 0.155 · cross-district

#16 · Akolacell 4670004479

distance 0.155 · cross-district

#17 · Amravaticell 4680001014

distance 0.159 · cross-district

#18 · Akolacell 4670000492

distance 0.159 · 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":4730002413}}}'

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.