Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002877

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007465

distance 0.166 · cross-district

#2 · Washimcell 4990002284

distance 0.184 · cross-district

#3 · Beedcell 4700007820

distance 0.193 · cross-district

#4 · Beedcell 4700004409

distance 0.203 · cross-district

#5 · Washimcell 4990002201

distance 0.205 · cross-district

#6 · Jalnacell 4790000096

distance 0.207 · cross-district

#7 · Hingolicell 4770001123

distance 0.209 · cross-district

#8 · Nandedcell 4850005205

distance 0.211 · cross-district

#9 · Nandedcell 4850004362

distance 0.221 · cross-district

#10 · Parbhanicell 4890002164

distance 0.224

#11 · Nandedcell 4850003351

distance 0.225 · cross-district

#12 · Laturcell 4810001634

distance 0.225 · cross-district

#13 · Hingolicell 4770000493

distance 0.228 · cross-district

#14 · Nandedcell 4850006758

distance 0.228 · cross-district

#15 · Jalnacell 4790001253

distance 0.228 · cross-district

#16 · Kolhapurcell 4800005692

distance 0.228 · cross-district

#17 · Beedcell 4700004668

distance 0.229 · cross-district

#18 · Hingolicell 4770000568

distance 0.229 · 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":4890002877}}}'

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.