Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005146

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.266

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750011829

distance 0.266 · cross-district

#2 · Chandrapurcell 4730005337

distance 0.278

#3 · Chandrapurcell 4730006543

distance 0.284

#4 · Chandrapurcell 4730008777

distance 0.286

#5 · Jalgaoncell 4780001169

distance 0.298 · cross-district

#6 · Chandrapurcell 4730009068

distance 0.302

#7 · Jalgaoncell 4780000309

distance 0.303 · cross-district

#8 · Wardhacell 4980000113

distance 0.303 · cross-district

#9 · Jalgaoncell 4780000616

distance 0.31 · cross-district

#10 · Chandrapurcell 4730006609

distance 0.313

#11 · Gadchirolicell 4750005777

distance 0.315 · cross-district

#12 · Nagpurcell 4840004849

distance 0.318 · cross-district

#13 · Gadchirolicell 4750010459

distance 0.319 · cross-district

#14 · Chandrapurcell 4730002547

distance 0.321

#15 · Dhulecell 4740003281

distance 0.322 · cross-district

#16 · Chandrapurcell 4730004875

distance 0.325

#17 · Gadchirolicell 4750010507

distance 0.327 · cross-district

#18 · Beedcell 4700002949

distance 0.33 · 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":4730005146}}}'

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.