Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002741

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.053

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002739

distance 0.053

#2 · Hingolicell 4770002672

distance 0.058

#3 · Hingolicell 4770002816

distance 0.103

#4 · Hingolicell 4770002895

distance 0.113

#5 · Hingolicell 4770002740

distance 0.145

#6 · Yavatmalcell 5000001275

distance 0.145 · cross-district

#7 · Hingolicell 4770002606

distance 0.151

#8 · Amravaticell 4680006203

distance 0.155 · cross-district

#9 · Hingolicell 4770002541

distance 0.163

#10 · Amravaticell 4680006345

distance 0.181 · cross-district

#11 · Beedcell 4700007164

distance 0.182 · cross-district

#12 · Amravaticell 4680006628

distance 0.186 · cross-district

#13 · Amravaticell 4680006486

distance 0.187 · cross-district

#14 · Yavatmalcell 5000001378

distance 0.188 · cross-district

#15 · Yavatmalcell 5000001549

distance 0.191 · cross-district

#16 · Amravaticell 4680006920

distance 0.191 · cross-district

#17 · Beedcell 4700007543

distance 0.191 · cross-district

#18 · Amravaticell 4680006202

distance 0.195 · 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":4770002741}}}'

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.