Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000184

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005144

distance 0.222 · cross-district

#2 · Buldhanacell 4720002912

distance 0.229 · cross-district

#3 · Beedcell 4700006445

distance 0.234 · cross-district

#4 · Buldhanacell 4720002981

distance 0.242 · cross-district

#5 · Beedcell 4700007244

distance 0.246 · cross-district

#6 · Laturcell 4810004313

distance 0.249 · cross-district

#7 · Beedcell 4700005962

distance 0.252 · cross-district

#8 · Beedcell 4700002443

distance 0.26 · cross-district

#9 · Laturcell 4810005823

distance 0.264 · cross-district

#10 · Sanglicell 4930003275

distance 0.267 · cross-district

#11 · Washimcell 4990001829

distance 0.269 · cross-district

#12 · Jalnacell 4790001711

distance 0.271 · cross-district

#13 · Laturcell 4810001324

distance 0.272 · cross-district

#14 · Laturcell 4810005409

distance 0.273 · cross-district

#15 · Parbhanicell 4890000724

distance 0.273

#16 · Nandedcell 4850008257

distance 0.274 · cross-district

#17 · Dharashivcell 4880003136

distance 0.274 · cross-district

#18 · Laturcell 4810005949

distance 0.28 · 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":4890000184}}}'

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.