Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000491

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004582

distance 0.231 · cross-district

#2 · Ahmednagarcell 4660011874

distance 0.257 · cross-district

#3 · Sataracell 4940001223

distance 0.259 · cross-district

#4 · Chandrapurcell 4730003734

distance 0.26 · cross-district

#5 · Parbhanicell 4890002639

distance 0.262 · cross-district

#6 · Nandedcell 4850002825

distance 0.266 · cross-district

#7 · Ahmednagarcell 4660001157

distance 0.267 · cross-district

#8 · Solapurcell 4960004555

distance 0.271 · cross-district

#9 · Beedcell 4700003796

distance 0.273 · cross-district

#10 · Nagpurcell 4840006338

distance 0.273 · cross-district

#11 · Beedcell 4700003661

distance 0.274 · cross-district

#12 · Hingolicell 4770000902

distance 0.284

#13 · Hingolicell 4770000659

distance 0.284

#14 · Kolhapurcell 4800005535

distance 0.286 · cross-district

#15 · Chandrapurcell 4730006774

distance 0.287 · cross-district

#16 · Hingolicell 4770003899

distance 0.289

#17 · Jalgaoncell 4780000266

distance 0.291 · cross-district

#18 · Beedcell 4700003659

distance 0.292 · 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":4770000491}}}'

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.