Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004467

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004421

distance 0.153

#2 · Buldhanacell 4720005087

distance 0.158 · cross-district

#3 · Buldhanacell 4720004876

distance 0.162 · cross-district

#4 · Nandedcell 4850000628

distance 0.169 · cross-district

#5 · Solapurcell 4960007350

distance 0.184 · cross-district

#6 · Nagpurcell 4840005839

distance 0.191 · cross-district

#7 · Parbhanicell 4890004930

distance 0.197

#8 · Solapurcell 4960005307

distance 0.201 · cross-district

#9 · Wardhacell 4980001645

distance 0.201 · cross-district

#10 · Wardhacell 4980001361

distance 0.201 · cross-district

#11 · Wardhacell 4980000981

distance 0.201 · cross-district

#12 · Wardhacell 4980001919

distance 0.201 · cross-district

#13 · Parbhanicell 4890004229

distance 0.203

#14 · Parbhanicell 4890004757

distance 0.205

#15 · Wardhacell 4980000568

distance 0.206 · cross-district

#16 · Solapurcell 4960001439

distance 0.206 · cross-district

#17 · Nagpurcell 4840007207

distance 0.207 · cross-district

#18 · Solapurcell 4960002719

distance 0.208 · 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":4890004467}}}'

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.