Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002931

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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002848

distance 0.239

#2 · Solapurcell 4960004447

distance 0.311 · cross-district

#3 · Amravaticell 4680002685

distance 0.337 · cross-district

#4 · Jalgaoncell 4780005468

distance 0.341 · cross-district

#5 · Jalgaoncell 4780005335

distance 0.365 · cross-district

#6 · Nagpurcell 4840003293

distance 0.367 · cross-district

#7 · Parbhanicell 4890002846

distance 0.368

#8 · Dhulecell 4740001185

distance 0.372 · cross-district

#9 · Solapurcell 4960004910

distance 0.375 · cross-district

#10 · Solapurcell 4960004602

distance 0.38 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690002805

distance 0.386 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690003006

distance 0.393 · cross-district

#13 · Jalgaoncell 4780005606

distance 0.402 · cross-district

#14 · Wardhacell 4980000895

distance 0.408 · cross-district

#15 · Beedcell 4700005406

distance 0.411 · cross-district

#16 · Chandrapurcell 4730003046

distance 0.413 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003305

distance 0.417 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690002803

distance 0.423 · 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":4890002931}}}'

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.