Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004188

The MH-36 locality cells most similar to this Parbhani 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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720006760

distance 0.161 · cross-district

#2 · Akolacell 4670000482

distance 0.163 · cross-district

#3 · Buldhanacell 4720005591

distance 0.164 · cross-district

#4 · Parbhanicell 4890004769

distance 0.169

#5 · Parbhanicell 4890004992

distance 0.169

#6 · Buldhanacell 4720005054

distance 0.17 · cross-district

#7 · Parbhanicell 4890005152

distance 0.178

#8 · Parbhanicell 4890004758

distance 0.178

#9 · Buldhanacell 4720006197

distance 0.179 · cross-district

#10 · Buldhanacell 4720004265

distance 0.18 · cross-district

#11 · Parbhanicell 4890004687

distance 0.181

#12 · Parbhanicell 4890004082

distance 0.182

#13 · Jalnacell 4790002816

distance 0.187 · cross-district

#14 · Parbhanicell 4890004601

distance 0.187

#15 · Buldhanacell 4720006416

distance 0.19 · cross-district

#16 · Parbhanicell 4890004736

distance 0.191

#17 · Amravaticell 4680002470

distance 0.192 · cross-district

#18 · Buldhanacell 4720006272

distance 0.192 · 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":489,"cluster_id":4890004188}}}'

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.