Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001959

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

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002029

distance 0.138

#2 · Parbhanicell 4890002689

distance 0.144

#3 · Hingolicell 4770000386

distance 0.146 · cross-district

#4 · Parbhanicell 4890001694

distance 0.15

#5 · Parbhanicell 4890002195

distance 0.157

#6 · Parbhanicell 4890002290

distance 0.158

#7 · Parbhanicell 4890002289

distance 0.16

#8 · Parbhanicell 4890002522

distance 0.164

#9 · Parbhanicell 4890002037

distance 0.167

#10 · Parbhanicell 4890002043

distance 0.167

#11 · Parbhanicell 4890002612

distance 0.172

#12 · Parbhanicell 4890002858

distance 0.179

#13 · Yavatmalcell 5000003421

distance 0.199 · cross-district

#14 · Hingolicell 4770003532

distance 0.199 · cross-district

#15 · Hingolicell 4770001024

distance 0.2 · cross-district

#16 · Nandedcell 4850004675

distance 0.2 · cross-district

#17 · Parbhanicell 4890002286

distance 0.203

#18 · Nandedcell 4850000582

distance 0.203 · 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":4890001959}}}'

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.