Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000404

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000102

distance 0.132

#2 · Parbhanicell 4890000534

distance 0.137

#3 · Parbhanicell 4890000252

distance 0.141

#4 · Parbhanicell 4890000489

distance 0.149

#5 · Parbhanicell 4890000349

distance 0.15

#6 · Parbhanicell 4890000209

distance 0.151

#7 · Parbhanicell 4890000248

distance 0.151

#8 · Laturcell 4810005421

distance 0.156 · cross-district

#9 · Beedcell 4700000834

distance 0.159 · cross-district

#10 · Laturcell 4810005660

distance 0.159 · cross-district

#11 · Parbhanicell 4890000079

distance 0.16

#12 · Parbhanicell 4890000389

distance 0.161

#13 · Parbhanicell 4890000809

distance 0.163

#14 · Laturcell 4810006071

distance 0.163 · cross-district

#15 · Laturcell 4810005770

distance 0.164 · cross-district

#16 · Laturcell 4810006066

distance 0.166 · cross-district

#17 · Parbhanicell 4890000379

distance 0.167

#18 · Nandedcell 4850003066

distance 0.167 · 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":4890000404}}}'

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.