Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005243

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

0.061

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004940

distance 0.061

#2 · Parbhanicell 4890005242

distance 0.063

#3 · Parbhanicell 4890005279

distance 0.07

#4 · Parbhanicell 4890005280

distance 0.072

#5 · Parbhanicell 4890005336

distance 0.084

#6 · Buldhanacell 4720000005

distance 0.085 · cross-district

#7 · Buldhanacell 4720000000

distance 0.087 · cross-district

#8 · Parbhanicell 4890005409

distance 0.092

#9 · Parbhanicell 4890005154

distance 0.094

#10 · Parbhanicell 4890004974

distance 0.096

#11 · Buldhanacell 4720000013

distance 0.098 · cross-district

#12 · Parbhanicell 4890004746

distance 0.099

#13 · Parbhanicell 4890005424

distance 0.102

#14 · Jalnacell 4790003329

distance 0.102 · cross-district

#15 · Parbhanicell 4890004838

distance 0.106

#16 · Parbhanicell 4890004778

distance 0.108

#17 · Parbhanicell 4890005142

distance 0.112

#18 · Akolacell 4670000205

distance 0.114 · 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":4890005243}}}'

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.