Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002813

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 12 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.327

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005796

distance 0.327 · cross-district

#2 · Washimcell 4990001307

distance 0.341 · cross-district

#3 · Nashikcell 4870006628

distance 0.365 · cross-district

#4 · Washimcell 4990001207

distance 0.395 · cross-district

#5 · Ahmednagarcell 4660012147

distance 0.397 · cross-district

#6 · Sanglicell 4930002538

distance 0.401 · cross-district

#7 · Amravaticell 4680002485

distance 0.416 · cross-district

#8 · Dhulecell 4740005110

distance 0.419 · cross-district

#9 · Washimcell 4990000229

distance 0.421 · cross-district

#10 · Jalnacell 4790001794

distance 0.434 · cross-district

#11 · Solapurcell 4960012406

distance 0.434 · cross-district

#12 · Jalgaoncell 4780003284

distance 0.436 · cross-district

#13 · Ahmednagarcell 4660008607

distance 0.449 · cross-district

#14 · Parbhanicell 4890004856

distance 0.454

#15 · Chhatrapati Sambhajinagarcell 4690003100

distance 0.464 · cross-district

#16 · Nashikcell 4870007389

distance 0.464 · cross-district

#17 · Ahmednagarcell 4660011988

distance 0.465 · cross-district

#18 · Solapurcell 4960005361

distance 0.471 · 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":4890002813}}}'

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.