Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001829

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

0.276

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003421

distance 0.276

#2 · Jalnacell 4790001061

distance 0.286 · cross-district

#3 · Hingolicell 4770002249

distance 0.296

#4 · Parbhanicell 4890002695

distance 0.304 · cross-district

#5 · Buldhanacell 4720003923

distance 0.306 · cross-district

#6 · Hingolicell 4770000840

distance 0.314

#7 · Hingolicell 4770002252

distance 0.314

#8 · Hingolicell 4770003109

distance 0.322

#9 · Hingolicell 4770002952

distance 0.323

#10 · Hingolicell 4770002795

distance 0.323

#11 · Beedcell 4700005443

distance 0.324 · cross-district

#12 · Buldhanacell 4720005190

distance 0.33 · cross-district

#13 · Akolacell 4670000810

distance 0.332 · cross-district

#14 · Nashikcell 4870001120

distance 0.335 · cross-district

#15 · Hingolicell 4770001828

distance 0.338

#16 · Nagpurcell 4840003398

distance 0.339 · cross-district

#17 · Nagpurcell 4840005169

distance 0.34 · cross-district

#18 · Jalgaoncell 4780006040

distance 0.341 · 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":4770001829}}}'

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.