Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001504

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001513

distance 0.115

#2 · Parbhanicell 4890001518

distance 0.125

#3 · Parbhanicell 4890001302

distance 0.127

#4 · Parbhanicell 4890001054

distance 0.135

#5 · Parbhanicell 4890001599

distance 0.135

#6 · Parbhanicell 4890001581

distance 0.137

#7 · Buldhanacell 4720002222

distance 0.139 · cross-district

#8 · Parbhanicell 4890000944

distance 0.142

#9 · Parbhanicell 4890001588

distance 0.144

#10 · Parbhanicell 4890001448

distance 0.147

#11 · Parbhanicell 4890001444

distance 0.151

#12 · Parbhanicell 4890000417

distance 0.152

#13 · Buldhanacell 4720002911

distance 0.153 · cross-district

#14 · Parbhanicell 4890001502

distance 0.154

#15 · Parbhanicell 4890001053

distance 0.156

#16 · Parbhanicell 4890000650

distance 0.156

#17 · Buldhanacell 4720002094

distance 0.156 · cross-district

#18 · Washimcell 4990001831

distance 0.16 · 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":4890001504}}}'

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.