Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720007321

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720007068

distance 0.131

#2 · Amravaticell 4680007379

distance 0.16 · cross-district

#3 · Jalgaoncell 4780005961

distance 0.164 · cross-district

#4 · Jalgaoncell 4780005674

distance 0.166 · cross-district

#5 · Jalgaoncell 4780005520

distance 0.171 · cross-district

#6 · Akolacell 4670000432

distance 0.172 · cross-district

#7 · Nagpurcell 4840005453

distance 0.176 · cross-district

#8 · Buldhanacell 4720001135

distance 0.176

#9 · Beedcell 4700004143

distance 0.178 · cross-district

#10 · Amravaticell 4680004941

distance 0.186 · cross-district

#11 · Amravaticell 4680005652

distance 0.187 · cross-district

#12 · Parbhanicell 4890001977

distance 0.189 · cross-district

#13 · Buldhanacell 4720005028

distance 0.194

#14 · Buldhanacell 4720004946

distance 0.197

#15 · Amravaticell 4680007376

distance 0.197 · cross-district

#16 · Amravaticell 4680005404

distance 0.2 · cross-district

#17 · Beedcell 4700006042

distance 0.2 · cross-district

#18 · Amravaticell 4680006906

distance 0.201 · 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":4720007321}}}'

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.