Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002604

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.321

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720007214

distance 0.321 · cross-district

#2 · Hingolicell 4770002118

distance 0.339

#3 · Chandrapurcell 4730004600

distance 0.343 · cross-district

#4 · Parbhanicell 4890003851

distance 0.344 · cross-district

#5 · Nagpurcell 4840007840

distance 0.347 · cross-district

#6 · Buldhanacell 4720005808

distance 0.348 · cross-district

#7 · Gondiacell 4760002973

distance 0.353 · cross-district

#8 · Hingolicell 4770002454

distance 0.362

#9 · Sanglicell 4930005319

distance 0.365 · cross-district

#10 · Washimcell 4990004420

distance 0.366 · cross-district

#11 · Hingolicell 4770003045

distance 0.369

#12 · Hingolicell 4770003783

distance 0.371

#13 · Gondiacell 4760002091

distance 0.375 · cross-district

#14 · Buldhanacell 4720007266

distance 0.378 · cross-district

#15 · Hingolicell 4770002662

distance 0.383

#16 · Buldhanacell 4720006027

distance 0.384 · cross-district

#17 · Jalnacell 4790000307

distance 0.385 · cross-district

#18 · Hingolicell 4770002777

distance 0.387

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":4770002604}}}'

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.