Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001305

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660005640

distance 0.177 · cross-district

#2 · Hingolicell 4770000050

distance 0.183 · cross-district

#3 · Parbhanicell 4890000455

distance 0.186

#4 · Laturcell 4810005878

distance 0.193 · cross-district

#5 · Parbhanicell 4890000526

distance 0.194

#6 · Parbhanicell 4890001189

distance 0.205

#7 · Ahmednagarcell 4660006336

distance 0.205 · cross-district

#8 · Laturcell 4810005831

distance 0.211 · cross-district

#9 · Ahmednagarcell 4660008305

distance 0.212 · cross-district

#10 · Ahmednagarcell 4660009291

distance 0.212 · cross-district

#11 · Ahmednagarcell 4660007252

distance 0.214 · cross-district

#12 · Nandedcell 4850003839

distance 0.214 · cross-district

#13 · Beedcell 4700006841

distance 0.215 · cross-district

#14 · Nandedcell 4850004260

distance 0.219 · cross-district

#15 · Beedcell 4700008691

distance 0.22 · cross-district

#16 · Parbhanicell 4890000234

distance 0.222

#17 · Laturcell 4810005789

distance 0.226 · cross-district

#18 · Parbhanicell 4890000880

distance 0.226

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":4890001305}}}'

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.