Bhārata Strata · Maharashtra · Akola · morphological twins

Places like cell 4670001921

The MH-36 locality cells most similar to this Akola 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 14 distinct districts

Index confidence

0.94

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.271

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003271

distance 0.271 · cross-district

#2 · Akolacell 4670003948

distance 0.275

#3 · Chhatrapati Sambhajinagarcell 4690003300

distance 0.337 · cross-district

#4 · Parbhanicell 4890003065

distance 0.347 · cross-district

#5 · Beedcell 4700003289

distance 0.372 · cross-district

#6 · Amravaticell 4680001610

distance 0.381 · cross-district

#7 · Yavatmalcell 5000003089

distance 0.382 · cross-district

#8 · Chandrapurcell 4730001951

distance 0.387 · cross-district

#9 · Buldhanacell 4720006623

distance 0.405 · cross-district

#10 · Nagpurcell 4840006721

distance 0.408 · cross-district

#11 · Jalgaoncell 4780004185

distance 0.413 · cross-district

#12 · Kolhapurcell 4800004614

distance 0.42 · cross-district

#13 · Buldhanacell 4720006296

distance 0.421 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690003199

distance 0.424 · cross-district

#15 · Jalnacell 4790003872

distance 0.424 · cross-district

#16 · Akolacell 4670002343

distance 0.425

#17 · Jalgaoncell 4780005913

distance 0.425 · cross-district

#18 · Sataracell 4940004705

distance 0.426 · 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":467,"cluster_id":4670001921}}}'

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.