Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004455

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

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004465

distance 0.125

#2 · Parbhanicell 4890004503

distance 0.134

#3 · Parbhanicell 4890004082

distance 0.135

#4 · Parbhanicell 4890004124

distance 0.135

#5 · Jalnacell 4790003151

distance 0.135 · cross-district

#6 · Jalnacell 4790000313

distance 0.143 · cross-district

#7 · Parbhanicell 4890004687

distance 0.149

#8 · Jalnacell 4790000998

distance 0.159 · cross-district

#9 · Parbhanicell 4890004604

distance 0.161

#10 · Parbhanicell 4890004408

distance 0.161

#11 · Amravaticell 4680004397

distance 0.165 · cross-district

#12 · Parbhanicell 4890004144

distance 0.168

#13 · Parbhanicell 4890004556

distance 0.171

#14 · Akolacell 4670003523

distance 0.172 · cross-district

#15 · Parbhanicell 4890004437

distance 0.174

#16 · Jalnacell 4790001295

distance 0.177 · cross-district

#17 · Parbhanicell 4890003958

distance 0.181

#18 · Amravaticell 4680003629

distance 0.182 · 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":4890004455}}}'

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.