Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002088

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001598

distance 0.233

#2 · Chandrapurcell 4730001568

distance 0.246

#3 · Nagpurcell 4840005872

distance 0.272 · cross-district

#4 · Nagpurcell 4840006226

distance 0.275 · cross-district

#5 · Wardhacell 4980000373

distance 0.278 · cross-district

#6 · Wardhacell 4980000722

distance 0.279 · cross-district

#7 · Chandrapurcell 4730002111

distance 0.28

#8 · Akolacell 4670001003

distance 0.28 · cross-district

#9 · Jalgaoncell 4780009102

distance 0.28 · cross-district

#10 · Parbhanicell 4890002869

distance 0.282 · cross-district

#11 · Wardhacell 4980002041

distance 0.282 · cross-district

#12 · Nagpurcell 4840003554

distance 0.285 · cross-district

#13 · Chandrapurcell 4730001413

distance 0.285

#14 · Akolacell 4670003681

distance 0.285 · cross-district

#15 · Wardhacell 4980003159

distance 0.287 · cross-district

#16 · Nagpurcell 4840003651

distance 0.287 · cross-district

#17 · Chandrapurcell 4730002251

distance 0.287

#18 · Nagpurcell 4840004940

distance 0.289 · 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":4730002088}}}'

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.