Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720005166

The MH-36 locality cells most similar to this Buldhana 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 10 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.251

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790004239

distance 0.251 · cross-district

#2 · Buldhanacell 4720003578

distance 0.255

#3 · Parbhanicell 4890001152

distance 0.258 · cross-district

#4 · Amravaticell 4680002348

distance 0.265 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690004068

distance 0.27 · cross-district

#6 · Amravaticell 4680000743

distance 0.271 · cross-district

#7 · Yavatmalcell 5000010969

distance 0.285 · cross-district

#8 · Buldhanacell 4720005165

distance 0.287

#9 · Washimcell 4990001010

distance 0.29 · cross-district

#10 · Amravaticell 4680002357

distance 0.292 · cross-district

#11 · Buldhanacell 4720005227

distance 0.295

#12 · Solapurcell 4960003944

distance 0.301 · cross-district

#13 · Buldhanacell 4720000914

distance 0.301

#14 · Beedcell 4700003105

distance 0.301 · cross-district

#15 · Washimcell 4990003740

distance 0.301 · cross-district

#16 · Solapurcell 4960006028

distance 0.302 · cross-district

#17 · Sanglicell 4930003933

distance 0.303 · cross-district

#18 · Yavatmalcell 5000001666

distance 0.304 · 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":472,"cluster_id":4720005166}}}'

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.