Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004277

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

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005152

distance 0.16

#2 · Parbhanicell 4890004135

distance 0.161

#3 · Parbhanicell 4890005024

distance 0.167

#4 · Jalnacell 4790001748

distance 0.174 · cross-district

#5 · Beedcell 4700006946

distance 0.174 · cross-district

#6 · Buldhanacell 4720004723

distance 0.175 · cross-district

#7 · Parbhanicell 4890004335

distance 0.175

#8 · Beedcell 4700004315

distance 0.18 · cross-district

#9 · Parbhanicell 4890005143

distance 0.18

#10 · Beedcell 4700006282

distance 0.18 · cross-district

#11 · Jalgaoncell 4780005534

distance 0.181 · cross-district

#12 · Parbhanicell 4890002069

distance 0.181

#13 · Parbhanicell 4890004792

distance 0.183

#14 · Buldhanacell 4720007060

distance 0.184 · cross-district

#15 · Parbhanicell 4890004472

distance 0.184

#16 · Buldhanacell 4720004865

distance 0.185 · cross-district

#17 · Parbhanicell 4890004808

distance 0.185

#18 · Parbhanicell 4890004111

distance 0.189

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":4890004277}}}'

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.