Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002510

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002633

distance 0.205

#2 · Beedcell 4700004624

distance 0.284 · cross-district

#3 · Jalgaoncell 4780006525

distance 0.289 · cross-district

#4 · Chandrapurcell 4730002382

distance 0.294

#5 · Solapurcell 4960004712

distance 0.298 · cross-district

#6 · Jalgaoncell 4780006529

distance 0.3 · cross-district

#7 · Chandrapurcell 4730002815

distance 0.31

#8 · Chhatrapati Sambhajinagarcell 4690006045

distance 0.326 · cross-district

#9 · Beedcell 4700009017

distance 0.333 · cross-district

#10 · Sanglicell 4930001184

distance 0.335 · cross-district

#11 · Gadchirolicell 4750007819

distance 0.335 · cross-district

#12 · Solapurcell 4960005311

distance 0.335 · cross-district

#13 · Chandrapurcell 4730002821

distance 0.336

#14 · Amravaticell 4680003282

distance 0.336 · cross-district

#15 · Jalgaoncell 4780006952

distance 0.337 · cross-district

#16 · Laturcell 4810003125

distance 0.339 · cross-district

#17 · Nandedcell 4850008324

distance 0.341 · cross-district

#18 · Jalgaoncell 4780004364

distance 0.348 · 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":4730002510}}}'

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.