Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002047

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840001452

distance 0.199 · cross-district

#2 · Parbhanicell 4890002209

distance 0.214

#3 · Yavatmalcell 5000002114

distance 0.219 · cross-district

#4 · Hingolicell 4770001649

distance 0.226 · cross-district

#5 · Nagpurcell 4840006803

distance 0.226 · cross-district

#6 · Dharashivcell 4880000667

distance 0.227 · cross-district

#7 · Ahmednagarcell 4660012939

distance 0.227 · cross-district

#8 · Washimcell 4990002644

distance 0.229 · cross-district

#9 · Nandedcell 4850001167

distance 0.233 · cross-district

#10 · Nagpurcell 4840001082

distance 0.234 · cross-district

#11 · Nandedcell 4850007399

distance 0.234 · cross-district

#12 · Chandrapurcell 4730001333

distance 0.234 · cross-district

#13 · Hingolicell 4770001072

distance 0.236 · cross-district

#14 · Nandedcell 4850000800

distance 0.238 · cross-district

#15 · Jalnacell 4790000782

distance 0.239 · cross-district

#16 · Ahmednagarcell 4660010281

distance 0.24 · cross-district

#17 · Washimcell 4990000910

distance 0.24 · cross-district

#18 · Hingolicell 4770000332

distance 0.241 · 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":4890002047}}}'

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.