Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003995

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003959

distance 0.092

#2 · Washimcell 4990000596

distance 0.11 · cross-district

#3 · Hingolicell 4770003971

distance 0.124

#4 · Hingolicell 4770003961

distance 0.14

#5 · Washimcell 4990001426

distance 0.144 · cross-district

#6 · Washimcell 4990000242

distance 0.147 · cross-district

#7 · Washimcell 4990000831

distance 0.147 · cross-district

#8 · Washimcell 4990000339

distance 0.148 · cross-district

#9 · Hingolicell 4770004006

distance 0.15

#10 · Hingolicell 4770003880

distance 0.153

#11 · Washimcell 4990000456

distance 0.155 · cross-district

#12 · Hingolicell 4770003910

distance 0.157

#13 · Washimcell 4990001943

distance 0.16 · cross-district

#14 · Hingolicell 4770003912

distance 0.161

#15 · Hingolicell 4770003916

distance 0.161

#16 · Washimcell 4990002707

distance 0.162 · cross-district

#17 · Hingolicell 4770003911

distance 0.162

#18 · Washimcell 4990001287

distance 0.165 · 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":4770003995}}}'

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.