Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000819

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000709

distance 0.111

#2 · Parbhanicell 4890000652

distance 0.136

#3 · Parbhanicell 4890001303

distance 0.157

#4 · Beedcell 4700006323

distance 0.159 · cross-district

#5 · Parbhanicell 4890001370

distance 0.162

#6 · Parbhanicell 4890001447

distance 0.163

#7 · Parbhanicell 4890001522

distance 0.172

#8 · Buldhanacell 4720002355

distance 0.177 · cross-district

#9 · Beedcell 4700005465

distance 0.177 · cross-district

#10 · Buldhanacell 4720002428

distance 0.178 · cross-district

#11 · Beedcell 4700006460

distance 0.178 · cross-district

#12 · Parbhanicell 4890001304

distance 0.181

#13 · Parbhanicell 4890000315

distance 0.182

#14 · Parbhanicell 4890001556

distance 0.191

#15 · Parbhanicell 4890000686

distance 0.191

#16 · Parbhanicell 4890000877

distance 0.191

#17 · Buldhanacell 4720002095

distance 0.192 · cross-district

#18 · Beedcell 4700006860

distance 0.193 · 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":4890000819}}}'

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.