Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001633

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008720

distance 0.208 · cross-district

#2 · Laturcell 4810005530

distance 0.238 · cross-district

#3 · Laturcell 4810005147

distance 0.245 · cross-district

#4 · Laturcell 4810004286

distance 0.245 · cross-district

#5 · Laturcell 4810005295

distance 0.248 · cross-district

#6 · Parbhanicell 4890002466

distance 0.253

#7 · Beedcell 4700004800

distance 0.255 · cross-district

#8 · Laturcell 4810004488

distance 0.255 · cross-district

#9 · Laturcell 4810005317

distance 0.259 · cross-district

#10 · Laturcell 4810005395

distance 0.263 · cross-district

#11 · Amravaticell 4680000133

distance 0.27 · cross-district

#12 · Parbhanicell 4890002138

distance 0.271

#13 · Parbhanicell 4890002386

distance 0.275

#14 · Laturcell 4810005216

distance 0.276 · cross-district

#15 · Laturcell 4810004269

distance 0.277 · cross-district

#16 · Parbhanicell 4890001796

distance 0.28

#17 · Laturcell 4810004867

distance 0.281 · cross-district

#18 · Laturcell 4810004762

distance 0.281 · 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":4890001633}}}'

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.