Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000634

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

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001123

distance 0.146

#2 · Parbhanicell 4890000748

distance 0.147

#3 · Parbhanicell 4890001183

distance 0.149

#4 · Parbhanicell 4890000746

distance 0.149

#5 · Washimcell 4990002101

distance 0.154 · cross-district

#6 · Beedcell 4700001083

distance 0.16 · cross-district

#7 · Parbhanicell 4890000577

distance 0.164

#8 · Beedcell 4700007780

distance 0.164 · cross-district

#9 · Beedcell 4700001219

distance 0.167 · cross-district

#10 · Ahmednagarcell 4660006437

distance 0.169 · cross-district

#11 · Washimcell 4990001927

distance 0.17 · cross-district

#12 · Ahmednagarcell 4660005522

distance 0.17 · cross-district

#13 · Parbhanicell 4890000391

distance 0.174

#14 · Beedcell 4700000950

distance 0.174 · cross-district

#15 · Buldhanacell 4720001154

distance 0.175 · cross-district

#16 · Beedcell 4700007402

distance 0.175 · cross-district

#17 · Dharashivcell 4880005746

distance 0.176 · cross-district

#18 · Parbhanicell 4890000775

distance 0.176

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":4890000634}}}'

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.