Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002830

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 14 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.352

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960006939

distance 0.352 · cross-district

#2 · Yavatmalcell 5000011511

distance 0.498 · cross-district

#3 · Jalgaoncell 4780004503

distance 0.523 · cross-district

#4 · Nashikcell 4870003215

distance 0.528 · cross-district

#5 · Beedcell 4700007169

distance 0.537 · cross-district

#6 · Nagpurcell 4840006829

distance 0.547 · cross-district

#7 · Ratnagiricell 4920003082

distance 0.567 · cross-district

#8 · Hingolicell 4770002752

distance 0.571

#9 · Solapurcell 4960011058

distance 0.571 · cross-district

#10 · Chandrapurcell 4730005108

distance 0.578 · cross-district

#11 · Gadchirolicell 4750006399

distance 0.607 · cross-district

#12 · Nagpurcell 4840008580

distance 0.621 · cross-district

#13 · Raigadcell 4910005038

distance 0.628 · cross-district

#14 · Solapurcell 4960006327

distance 0.636 · cross-district

#15 · Mumbai Suburbancell 4830000110

distance 0.638 · cross-district

#16 · Wardhacell 4980000674

distance 0.671 · cross-district

#17 · Nagpurcell 4840008605

distance 0.678 · cross-district

#18 · Punecell 4900001392

distance 0.679 · 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":4770002830}}}'

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.