Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000563

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

0.063

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000569

distance 0.063

#2 · Parbhanicell 4890000516

distance 0.067

#3 · Beedcell 4700004839

distance 0.07 · cross-district

#4 · Beedcell 4700005477

distance 0.09 · cross-district

#5 · Beedcell 4700005170

distance 0.09 · cross-district

#6 · Beedcell 4700006294

distance 0.098 · cross-district

#7 · Parbhanicell 4890001574

distance 0.098

#8 · Parbhanicell 4890000562

distance 0.101

#9 · Parbhanicell 4890000629

distance 0.103

#10 · Parbhanicell 4890001335

distance 0.106

#11 · Parbhanicell 4890000623

distance 0.112

#12 · Buldhanacell 4720004368

distance 0.115 · cross-district

#13 · Parbhanicell 4890000799

distance 0.116

#14 · Parbhanicell 4890001499

distance 0.116

#15 · Akolacell 4670001043

distance 0.117 · cross-district

#16 · Beedcell 4700004832

distance 0.117 · cross-district

#17 · Akolacell 4670001344

distance 0.118 · cross-district

#18 · Beedcell 4700004999

distance 0.118 · 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":4890000563}}}'

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.