Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001361

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

0.342

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980003307

distance 0.342 · cross-district

#2 · Wardhacell 4980001799

distance 0.35 · cross-district

#3 · Wardhacell 4980003006

distance 0.378 · cross-district

#4 · Parbhanicell 4890002674

distance 0.386

#5 · Dhulecell 4740001993

distance 0.387 · cross-district

#6 · Beedcell 4700006961

distance 0.388 · cross-district

#7 · Laturcell 4810000357

distance 0.391 · cross-district

#8 · Wardhacell 4980003091

distance 0.402 · cross-district

#9 · Beedcell 4700000243

distance 0.403 · cross-district

#10 · Parbhanicell 4890002675

distance 0.406

#11 · Dhulecell 4740000221

distance 0.409 · cross-district

#12 · Dhulecell 4740001375

distance 0.41 · cross-district

#13 · Jalgaoncell 4780001652

distance 0.411 · cross-district

#14 · Chandrapurcell 4730007004

distance 0.412 · cross-district

#15 · Nandedcell 4850004536

distance 0.414 · cross-district

#16 · Jalgaoncell 4780000491

distance 0.417 · cross-district

#17 · Nagpurcell 4840003565

distance 0.418 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000985

distance 0.42 · 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":4890001361}}}'

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.