Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008008

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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.325

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840001220

distance 0.325 · cross-district

#2 · Jalgaoncell 4780000494

distance 0.341 · cross-district

#3 · Ahmednagarcell 4660010280

distance 0.384 · cross-district

#4 · Wardhacell 4980004118

distance 0.388 · cross-district

#5 · Chandrapurcell 4730006474

distance 0.404

#6 · Jalgaoncell 4780008694

distance 0.404 · cross-district

#7 · Nagpurcell 4840005747

distance 0.415 · cross-district

#8 · Yavatmalcell 5000004086

distance 0.424 · cross-district

#9 · Parbhanicell 4890004285

distance 0.425 · cross-district

#10 · Chandrapurcell 4730008493

distance 0.425

#11 · Buldhanacell 4720003495

distance 0.426 · cross-district

#12 · Buldhanacell 4720000734

distance 0.428 · cross-district

#13 · Chandrapurcell 4730001501

distance 0.429

#14 · Akolacell 4670002608

distance 0.433 · cross-district

#15 · Jalnacell 4790005669

distance 0.438 · cross-district

#16 · Ahmednagarcell 4660011553

distance 0.44 · cross-district

#17 · Amravaticell 4680007050

distance 0.444 · cross-district

#18 · Gadchirolicell 4750009526

distance 0.444 · 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":4730008008}}}'

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.