Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005341

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

0.099

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005245

distance 0.099

#2 · Parbhanicell 4890005304

distance 0.103

#3 · Jalnacell 4790002730

distance 0.145 · cross-district

#4 · Parbhanicell 4890003764

distance 0.148

#5 · Jalnacell 4790003416

distance 0.149 · cross-district

#6 · Solapurcell 4960003128

distance 0.156 · cross-district

#7 · Parbhanicell 4890004227

distance 0.159

#8 · Jalnacell 4790003610

distance 0.159 · cross-district

#9 · Parbhanicell 4890003701

distance 0.165

#10 · Akolacell 4670001041

distance 0.166 · cross-district

#11 · Buldhanacell 4720000938

distance 0.168 · cross-district

#12 · Jalnacell 4790004098

distance 0.169 · cross-district

#13 · Buldhanacell 4720006757

distance 0.173 · cross-district

#14 · Akolacell 4670000617

distance 0.175 · cross-district

#15 · Buldhanacell 4720005154

distance 0.179 · cross-district

#16 · Parbhanicell 4890003699

distance 0.18

#17 · Akolacell 4670000423

distance 0.181 · cross-district

#18 · Parbhanicell 4890005062

distance 0.185

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":4890005341}}}'

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.