Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000748

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 6 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 4890000635

distance 0.111

#2 · Parbhanicell 4890001183

distance 0.142

#3 · Buldhanacell 4720001903

distance 0.143 · cross-district

#4 · Parbhanicell 4890000634

distance 0.147

#5 · Jalnacell 4790003731

distance 0.163 · cross-district

#6 · Parbhanicell 4890000133

distance 0.172

#7 · Parbhanicell 4890001389

distance 0.172

#8 · Parbhanicell 4890000577

distance 0.175

#9 · Beedcell 4700001498

distance 0.175 · cross-district

#10 · Parbhanicell 4890000494

distance 0.176

#11 · Parbhanicell 4890001184

distance 0.177

#12 · Ahmednagarcell 4660007108

distance 0.178 · cross-district

#13 · Buldhanacell 4720001651

distance 0.178 · cross-district

#14 · Parbhanicell 4890000341

distance 0.181

#15 · Parbhanicell 4890000344

distance 0.183

#16 · Jalnacell 4790003975

distance 0.185 · cross-district

#17 · Buldhanacell 4720001083

distance 0.185 · cross-district

#18 · Washimcell 4990002101

distance 0.186 · 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":4890000748}}}'

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.