Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003728

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 10 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003731

distance 0.201

#2 · Washimcell 4990003498

distance 0.227 · cross-district

#3 · Chandrapurcell 4730000998

distance 0.227 · cross-district

#4 · Beedcell 4700008599

distance 0.229 · cross-district

#5 · Washimcell 4990004112

distance 0.23 · cross-district

#6 · Washimcell 4990000766

distance 0.233 · cross-district

#7 · Washimcell 4990001121

distance 0.233 · cross-district

#8 · Solapurcell 4960010632

distance 0.233 · cross-district

#9 · Dharashivcell 4880000537

distance 0.241 · cross-district

#10 · Dharashivcell 4880000458

distance 0.241 · cross-district

#11 · Parbhanicell 4890002448

distance 0.244 · cross-district

#12 · Gadchirolicell 4750007828

distance 0.244 · cross-district

#13 · Washimcell 4990001803

distance 0.244 · cross-district

#14 · Dharashivcell 4880000442

distance 0.245 · cross-district

#15 · Nandedcell 4850000081

distance 0.25 · cross-district

#16 · Parbhanicell 4890001410

distance 0.25 · cross-district

#17 · Chandrapurcell 4730001827

distance 0.252 · cross-district

#18 · Ahmednagarcell 4660002743

distance 0.252 · 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":4770003728}}}'

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.