Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680010333

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.2

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680010332

distance 0.2

#2 · Amravaticell 4680010388

distance 0.231

#3 · Amravaticell 4680010387

distance 0.235

#4 · Nagpurcell 4840000074

distance 0.237 · cross-district

#5 · Nagpurcell 4840003009

distance 0.238 · cross-district

#6 · Amravaticell 4680009093

distance 0.244

#7 · Nagpurcell 4840006383

distance 0.245 · cross-district

#8 · Bhandaracell 4710001334

distance 0.247 · cross-district

#9 · Nagpurcell 4840007140

distance 0.25 · cross-district

#10 · Nagpurcell 4840005873

distance 0.251 · cross-district

#11 · Amravaticell 4680010440

distance 0.252

#12 · Nagpurcell 4840000091

distance 0.253 · cross-district

#13 · Amravaticell 4680009000

distance 0.254

#14 · Nagpurcell 4840005230

distance 0.255 · cross-district

#15 · Amravaticell 4680009764

distance 0.255

#16 · Bhandaracell 4710002831

distance 0.256 · cross-district

#17 · Gadchirolicell 4750010461

distance 0.258 · cross-district

#18 · Wardhacell 4980000510

distance 0.261 · 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":4680010333}}}'

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.