Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003748

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.077

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003640

distance 0.077

#2 · Hingolicell 4770003798

distance 0.084

#3 · Hingolicell 4770003799

distance 0.088

#4 · Hingolicell 4770003643

distance 0.092

#5 · Washimcell 4990000517

distance 0.094 · cross-district

#6 · Washimcell 4990000332

distance 0.096 · cross-district

#7 · Hingolicell 4770003695

distance 0.104

#8 · Washimcell 4990000822

distance 0.104 · cross-district

#9 · Hingolicell 4770003698

distance 0.105

#10 · Washimcell 4990000588

distance 0.107 · cross-district

#11 · Amravaticell 4680007059

distance 0.117 · cross-district

#12 · Washimcell 4990001093

distance 0.118 · cross-district

#13 · Parbhanicell 4890003300

distance 0.118 · cross-district

#14 · Hingolicell 4770003757

distance 0.121

#15 · Hingolicell 4770003536

distance 0.123

#16 · Hingolicell 4770003920

distance 0.123

#17 · Washimcell 4990001282

distance 0.124 · cross-district

#18 · Dharashivcell 4880000024

distance 0.124 · 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":4770003748}}}'

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.