Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001398

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001397

distance 0.15

#2 · Parbhanicell 4890001631

distance 0.251

#3 · Parbhanicell 4890001630

distance 0.265

#4 · Parbhanicell 4890002466

distance 0.271

#5 · Parbhanicell 4890001883

distance 0.294

#6 · Parbhanicell 4890001401

distance 0.3

#7 · Parbhanicell 4890001970

distance 0.306

#8 · Parbhanicell 4890001885

distance 0.338

#9 · Parbhanicell 4890002051

distance 0.348

#10 · Laturcell 4810004187

distance 0.355 · cross-district

#11 · Parbhanicell 4890002138

distance 0.357

#12 · Kolhapurcell 4800004774

distance 0.358 · cross-district

#13 · Hingolicell 4770003990

distance 0.362 · cross-district

#14 · Nandedcell 4850008720

distance 0.37 · cross-district

#15 · Yavatmalcell 5000000946

distance 0.371 · cross-district

#16 · Beedcell 4700007802

distance 0.372 · cross-district

#17 · Nandedcell 4850005105

distance 0.375 · cross-district

#18 · Solapurcell 4960005647

distance 0.38 · 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":4890001398}}}'

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.