Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001969

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002051

distance 0.216

#2 · Parbhanicell 4890001883

distance 0.229

#3 · Parbhanicell 4890002135

distance 0.269

#4 · Nandedcell 4850005185

distance 0.298 · cross-district

#5 · Parbhanicell 4890001970

distance 0.312

#6 · Parbhanicell 4890002464

distance 0.316

#7 · Parbhanicell 4890002218

distance 0.322

#8 · Parbhanicell 4890001885

distance 0.332

#9 · Nandedcell 4850002356

distance 0.34 · cross-district

#10 · Parbhanicell 4890001803

distance 0.344

#11 · Parbhanicell 4890001971

distance 0.355

#12 · Dharashivcell 4880000122

distance 0.361 · cross-district

#13 · Parbhanicell 4890001631

distance 0.364

#14 · Parbhanicell 4890001397

distance 0.365

#15 · Parbhanicell 4890002217

distance 0.367

#16 · Hingolicell 4770003929

distance 0.379 · cross-district

#17 · Yavatmalcell 5000000946

distance 0.38 · cross-district

#18 · Nandedcell 4850001631

distance 0.381 · 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":4890001969}}}'

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.