Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004792

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 6 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 · Parbhanicell 4890004701

distance 0.131

#2 · Parbhanicell 4890004373

distance 0.138

#3 · Parbhanicell 4890005024

distance 0.142

#4 · Nagpurcell 4840005574

distance 0.152 · cross-district

#5 · Parbhanicell 4890004335

distance 0.154

#6 · Parbhanicell 4890003763

distance 0.155

#7 · Parbhanicell 4890004254

distance 0.162

#8 · Buldhanacell 4720005297

distance 0.165 · cross-district

#9 · Beedcell 4700004829

distance 0.165 · cross-district

#10 · Jalnacell 4790003757

distance 0.172 · cross-district

#11 · Parbhanicell 4890005215

distance 0.175

#12 · Jalnacell 4790001994

distance 0.175 · cross-district

#13 · Buldhanacell 4720005710

distance 0.176 · cross-district

#14 · Jalnacell 4790002732

distance 0.177 · cross-district

#15 · Solapurcell 4960004866

distance 0.179 · cross-district

#16 · Parbhanicell 4890004803

distance 0.179

#17 · Beedcell 4700004481

distance 0.18 · cross-district

#18 · Beedcell 4700007338

distance 0.18 · 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":4890004792}}}'

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.