Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002001

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

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002901

distance 0.237

#2 · Hingolicell 4770001675

distance 0.278

#3 · Dharashivcell 4880003988

distance 0.288 · cross-district

#4 · Hingolicell 4770002829

distance 0.291

#5 · Hingolicell 4770003295

distance 0.291

#6 · Jalnacell 4790006488

distance 0.294 · cross-district

#7 · Solapurcell 4960012168

distance 0.296 · cross-district

#8 · Chandrapurcell 4730000402

distance 0.334 · cross-district

#9 · Yavatmalcell 5000001876

distance 0.344 · cross-district

#10 · Nagpurcell 4840007745

distance 0.345 · cross-district

#11 · Hingolicell 4770002980

distance 0.349

#12 · Solapurcell 4960011290

distance 0.352 · cross-district

#13 · Hingolicell 4770002668

distance 0.353

#14 · Parbhanicell 4890004391

distance 0.353 · cross-district

#15 · Yavatmalcell 5000009021

distance 0.36 · cross-district

#16 · Solapurcell 4960011365

distance 0.362 · cross-district

#17 · Nagpurcell 4840007523

distance 0.363 · cross-district

#18 · Buldhanacell 4720004878

distance 0.365 · 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":4770002001}}}'

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.