Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680004393

The MH-36 locality cells most similar to this Amravati 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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004654

distance 0.168 · cross-district

#2 · Amravaticell 4680005180

distance 0.239

#3 · Wardhacell 4980003908

distance 0.255 · cross-district

#4 · Amravaticell 4680004299

distance 0.256

#5 · Nagpurcell 4840005648

distance 0.261 · cross-district

#6 · Wardhacell 4980004776

distance 0.27 · cross-district

#7 · Amravaticell 4680007083

distance 0.281

#8 · Wardhacell 4980004411

distance 0.284 · cross-district

#9 · Amravaticell 4680006932

distance 0.284

#10 · Buldhanacell 4720005998

distance 0.286 · cross-district

#11 · Yavatmalcell 5000011605

distance 0.292 · cross-district

#12 · Wardhacell 4980003797

distance 0.294 · cross-district

#13 · Yavatmalcell 5000002826

distance 0.294 · cross-district

#14 · Yavatmalcell 5000008809

distance 0.301 · cross-district

#15 · Yavatmalcell 5000002828

distance 0.302 · cross-district

#16 · Amravaticell 4680007712

distance 0.305

#17 · Amravaticell 4680000180

distance 0.306

#18 · Jalgaoncell 4780006989

distance 0.308 · 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":468,"cluster_id":4680004393}}}'

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.