Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001227

The MH-36 locality cells most similar to this Hingoli 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 13 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.367

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990003556

distance 0.367 · cross-district

#2 · Parbhanicell 4890001788

distance 0.367 · cross-district

#3 · Sanglicell 4930004559

distance 0.375 · cross-district

#4 · Hingolicell 4770001564

distance 0.389

#5 · Nashikcell 4870001293

distance 0.398 · cross-district

#6 · Nashikcell 4870010200

distance 0.403 · cross-district

#7 · Dharashivcell 4880000373

distance 0.418 · cross-district

#8 · Nandedcell 4850003930

distance 0.418 · cross-district

#9 · Punecell 4900007261

distance 0.431 · cross-district

#10 · Jalgaoncell 4780004278

distance 0.438 · cross-district

#11 · Beedcell 4700004614

distance 0.44 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690005900

distance 0.462 · cross-district

#13 · Jalnacell 4790002968

distance 0.462 · cross-district

#14 · Nandedcell 4850004939

distance 0.466 · cross-district

#15 · Nagpurcell 4840007605

distance 0.471 · cross-district

#16 · Punecell 4900004308

distance 0.476 · cross-district

#17 · Sanglicell 4930004567

distance 0.478 · cross-district

#18 · Jalnacell 4790001674

distance 0.48 · 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":477,"cluster_id":4770001227}}}'

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.