Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003839

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

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000369

distance 0.196 · cross-district

#2 · Nashikcell 4870006764

distance 0.229 · cross-district

#3 · Ahmednagarcell 4660011583

distance 0.233 · cross-district

#4 · Washimcell 4990002499

distance 0.234 · cross-district

#5 · Nashikcell 4870006675

distance 0.24 · cross-district

#6 · Beedcell 4700000654

distance 0.24 · cross-district

#7 · Beedcell 4700001051

distance 0.247 · cross-district

#8 · Dharashivcell 4880002740

distance 0.253 · cross-district

#9 · Ahmednagarcell 4660001096

distance 0.255 · cross-district

#10 · Jalnacell 4790001787

distance 0.257 · cross-district

#11 · Beedcell 4700005189

distance 0.257 · cross-district

#12 · Ahmednagarcell 4660009253

distance 0.259 · cross-district

#13 · Washimcell 4990003711

distance 0.259 · cross-district

#14 · Solapurcell 4960004920

distance 0.26 · cross-district

#15 · Dharashivcell 4880005091

distance 0.26 · cross-district

#16 · Akolacell 4670000768

distance 0.26 · cross-district

#17 · Sanglicell 4930001081

distance 0.264 · cross-district

#18 · Washimcell 4990001591

distance 0.265 · 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":4770003839}}}'

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.