Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003737

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.269

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001625

distance 0.269 · cross-district

#2 · Hingolicell 4770003899

distance 0.292 · cross-district

#3 · Solapurcell 4960003551

distance 0.296 · cross-district

#4 · Amravaticell 4680004946

distance 0.299 · cross-district

#5 · Beedcell 4700008096

distance 0.307 · cross-district

#6 · Nagpurcell 4840004582

distance 0.318 · cross-district

#7 · Akolacell 4670003815

distance 0.332 · cross-district

#8 · Parbhanicell 4890004468

distance 0.336

#9 · Gondiacell 4760003573

distance 0.341 · cross-district

#10 · Parbhanicell 4890003432

distance 0.341

#11 · Parbhanicell 4890002639

distance 0.343

#12 · Parbhanicell 4890005443

distance 0.346

#13 · Beedcell 4700003796

distance 0.348 · cross-district

#14 · Parbhanicell 4890003814

distance 0.351

#15 · Buldhanacell 4720004731

distance 0.354 · cross-district

#16 · Amravaticell 4680002927

distance 0.355 · cross-district

#17 · Buldhanacell 4720005893

distance 0.355 · cross-district

#18 · Wardhacell 4980005244

distance 0.356 · 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":4890003737}}}'

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.