Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004411

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004735

distance 0.113

#2 · Parbhanicell 4890004398

distance 0.13

#3 · Parbhanicell 4890004405

distance 0.132

#4 · Parbhanicell 4890004063

distance 0.134

#5 · Jalnacell 4790001921

distance 0.14 · cross-district

#6 · Parbhanicell 4890004140

distance 0.143

#7 · Jalnacell 4790002652

distance 0.143 · cross-district

#8 · Parbhanicell 4890004464

distance 0.146

#9 · Parbhanicell 4890004415

distance 0.147

#10 · Chhatrapati Sambhajinagarcell 4690006407

distance 0.148 · cross-district

#11 · Parbhanicell 4890004178

distance 0.152

#12 · Parbhanicell 4890004198

distance 0.153

#13 · Chhatrapati Sambhajinagarcell 4690006073

distance 0.154 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690006324

distance 0.155 · cross-district

#15 · Parbhanicell 4890004821

distance 0.156

#16 · Chhatrapati Sambhajinagarcell 4690006155

distance 0.156 · cross-district

#17 · Jalnacell 4790002560

distance 0.157 · cross-district

#18 · Jalnacell 4790001129

distance 0.157 · 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":4890004411}}}'

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.