Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004061

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004000

distance 0.135

#2 · Parbhanicell 4890005108

distance 0.181

#3 · Solapurcell 4960004553

distance 0.183 · cross-district

#4 · Parbhanicell 4890005143

distance 0.185

#5 · Parbhanicell 4890004485

distance 0.187

#6 · Parbhanicell 4890003684

distance 0.19

#7 · Jalnacell 4790003836

distance 0.193 · cross-district

#8 · Jalnacell 4790003771

distance 0.198 · cross-district

#9 · Jalnacell 4790001832

distance 0.199 · cross-district

#10 · Akolacell 4670004082

distance 0.205 · cross-district

#11 · Jalnacell 4790003726

distance 0.207 · cross-district

#12 · Beedcell 4700006835

distance 0.208 · cross-district

#13 · Jalnacell 4790001810

distance 0.213 · cross-district

#14 · Solapurcell 4960006953

distance 0.214 · cross-district

#15 · Buldhanacell 4720000953

distance 0.216 · cross-district

#16 · Washimcell 4990000441

distance 0.217 · cross-district

#17 · Parbhanicell 4890004816

distance 0.217

#18 · Parbhanicell 4890001855

distance 0.218

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":4890004061}}}'

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.