Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009266

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.302

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003978

distance 0.302 · cross-district

#2 · Gadchirolicell 4750003071

distance 0.307 · cross-district

#3 · Bhandaracell 4710001573

distance 0.308 · cross-district

#4 · Gadchirolicell 4750011702

distance 0.32 · cross-district

#5 · Jalgaoncell 4780000747

distance 0.327 · cross-district

#6 · Chandrapurcell 4730005146

distance 0.33

#7 · Ahmednagarcell 4660014504

distance 0.333 · cross-district

#8 · Chandrapurcell 4730008777

distance 0.334

#9 · Nagpurcell 4840000603

distance 0.338 · cross-district

#10 · Jalgaoncell 4780001895

distance 0.343 · cross-district

#11 · Gadchirolicell 4750005681

distance 0.351 · cross-district

#12 · Chandrapurcell 4730006543

distance 0.352

#13 · Chandrapurcell 4730005337

distance 0.353

#14 · Dhulecell 4740003368

distance 0.354 · cross-district

#15 · Jalgaoncell 4780003323

distance 0.355 · cross-district

#16 · Chandrapurcell 4730008882

distance 0.356

#17 · Dhulecell 4740001814

distance 0.357 · cross-district

#18 · Kolhapurcell 4800005628

distance 0.359 · 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":4730009266}}}'

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.