Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004848

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

0.103

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004847

distance 0.103

#2 · Parbhanicell 4890004333

distance 0.119

#3 · Parbhanicell 4890004706

distance 0.123

#4 · Parbhanicell 4890004707

distance 0.138

#5 · Parbhanicell 4890004236

distance 0.138

#6 · Beedcell 4700004309

distance 0.14 · cross-district

#7 · Parbhanicell 4890004934

distance 0.145

#8 · Jalnacell 4790003935

distance 0.147 · cross-district

#9 · Parbhanicell 4890004529

distance 0.152

#10 · Buldhanacell 4720006787

distance 0.156 · cross-district

#11 · Beedcell 4700005292

distance 0.159 · cross-district

#12 · Beedcell 4700006003

distance 0.16 · cross-district

#13 · Parbhanicell 4890005212

distance 0.16

#14 · Parbhanicell 4890004663

distance 0.16

#15 · Parbhanicell 4890005213

distance 0.161

#16 · Beedcell 4700005865

distance 0.161 · cross-district

#17 · Beedcell 4700007908

distance 0.162 · cross-district

#18 · Beedcell 4700005730

distance 0.163 · 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":4890004848}}}'

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.