Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001521

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.077

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001501

distance 0.077

#2 · Parbhanicell 4890000400

distance 0.126

#3 · Parbhanicell 4890000752

distance 0.136

#4 · Parbhanicell 4890001060

distance 0.139

#5 · Parbhanicell 4890001369

distance 0.14

#6 · Parbhanicell 4890000494

distance 0.14

#7 · Parbhanicell 4890000882

distance 0.142

#8 · Parbhanicell 4890001520

distance 0.148

#9 · Parbhanicell 4890000648

distance 0.15

#10 · Parbhanicell 4890001001

distance 0.156

#11 · Parbhanicell 4890000769

distance 0.156

#12 · Parbhanicell 4890000940

distance 0.157

#13 · Parbhanicell 4890000633

distance 0.158

#14 · Parbhanicell 4890000747

distance 0.16

#15 · Parbhanicell 4890000942

distance 0.162

#16 · Buldhanacell 4720001846

distance 0.164 · cross-district

#17 · Parbhanicell 4890000762

distance 0.164

#18 · Parbhanicell 4890000877

distance 0.166

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":4890001521}}}'

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.