Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004845

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.091

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003237

distance 0.091 · cross-district

#2 · Jalnacell 4790003238

distance 0.095 · cross-district

#3 · Jalnacell 4790003321

distance 0.118 · cross-district

#4 · Parbhanicell 4890003740

distance 0.125

#5 · Buldhanacell 4720004505

distance 0.129 · cross-district

#6 · Jalnacell 4790003322

distance 0.132 · cross-district

#7 · Parbhanicell 4890005457

distance 0.133

#8 · Buldhanacell 4720004444

distance 0.142 · cross-district

#9 · Buldhanacell 4720004516

distance 0.142 · cross-district

#10 · Solapurcell 4960002166

distance 0.142 · cross-district

#11 · Buldhanacell 4720004738

distance 0.143 · cross-district

#12 · Jalnacell 4790002088

distance 0.144 · cross-district

#13 · Buldhanacell 4720005975

distance 0.151 · cross-district

#14 · Jalnacell 4790002645

distance 0.152 · cross-district

#15 · Buldhanacell 4720004811

distance 0.154 · cross-district

#16 · Jalnacell 4790002649

distance 0.157 · cross-district

#17 · Jalnacell 4790003760

distance 0.158 · cross-district

#18 · Parbhanicell 4890004477

distance 0.159

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":4890004845}}}'

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.