Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003856

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

0.215

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004811

distance 0.215 · cross-district

#2 · Buldhanacell 4720000641

distance 0.222 · cross-district

#3 · Jalnacell 4790002396

distance 0.229 · cross-district

#4 · Buldhanacell 4720002092

distance 0.257 · cross-district

#5 · Beedcell 4700007897

distance 0.259 · cross-district

#6 · Buldhanacell 4720005019

distance 0.259 · cross-district

#7 · Solapurcell 4960004695

distance 0.261 · cross-district

#8 · Beedcell 4700002561

distance 0.272 · cross-district

#9 · Washimcell 4990002058

distance 0.272 · cross-district

#10 · Parbhanicell 4890004226

distance 0.274

#11 · Nandedcell 4850001597

distance 0.275 · cross-district

#12 · Jalnacell 4790003472

distance 0.277 · cross-district

#13 · Solapurcell 4960000105

distance 0.279 · cross-district

#14 · Beedcell 4700008652

distance 0.283 · cross-district

#15 · Jalnacell 4790001897

distance 0.284 · cross-district

#16 · Beedcell 4700006708

distance 0.284 · cross-district

#17 · Parbhanicell 4890002912

distance 0.284

#18 · Jalnacell 4790001888

distance 0.284 · 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":4890003856}}}'

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.