Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000729

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720004363

distance 0.143 · cross-district

#2 · Beedcell 4700006287

distance 0.15 · cross-district

#3 · Buldhanacell 4720005076

distance 0.157 · cross-district

#4 · Buldhanacell 4720003957

distance 0.163 · cross-district

#5 · Buldhanacell 4720006854

distance 0.166 · cross-district

#6 · Jalgaoncell 4780000322

distance 0.167 · cross-district

#7 · Beedcell 4700004317

distance 0.172 · cross-district

#8 · Solapurcell 4960005162

distance 0.179 · cross-district

#9 · Dharashivcell 4880000590

distance 0.181 · cross-district

#10 · Solapurcell 4960005799

distance 0.183 · cross-district

#11 · Washimcell 4990003596

distance 0.183 · cross-district

#12 · Beedcell 4700003801

distance 0.183 · cross-district

#13 · Buldhanacell 4720000985

distance 0.185 · cross-district

#14 · Jalnacell 4790003301

distance 0.186 · cross-district

#15 · Solapurcell 4960001624

distance 0.187 · cross-district

#16 · Dharashivcell 4880001622

distance 0.19 · cross-district

#17 · Jalgaoncell 4780000353

distance 0.191 · cross-district

#18 · Solapurcell 4960007390

distance 0.191 · 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":4890000729}}}'

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.