Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004190

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

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003355

distance 0.208

#2 · Chandrapurcell 4730004023

distance 0.24

#3 · Chandrapurcell 4730004012

distance 0.246

#4 · Gadchirolicell 4750006215

distance 0.248 · cross-district

#5 · Gadchirolicell 4750010369

distance 0.265 · cross-district

#6 · Chandrapurcell 4730006160

distance 0.268

#7 · Amravaticell 4680005531

distance 0.281 · cross-district

#8 · Hingolicell 4770003966

distance 0.288 · cross-district

#9 · Chandrapurcell 4730003361

distance 0.292

#10 · Gadchirolicell 4750010642

distance 0.293 · cross-district

#11 · Chandrapurcell 4730001890

distance 0.293

#12 · Chandrapurcell 4730007693

distance 0.296

#13 · Ahmednagarcell 4660001329

distance 0.302 · cross-district

#14 · Chandrapurcell 4730007570

distance 0.307

#15 · Dhulecell 4740004741

distance 0.307 · cross-district

#16 · Gadchirolicell 4750007622

distance 0.307 · cross-district

#17 · Chandrapurcell 4730003929

distance 0.311

#18 · Solapurcell 4960008718

distance 0.311 · 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":4730004190}}}'

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.