Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680009971

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

0.24

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004537

distance 0.24 · cross-district

#2 · Gadchirolicell 4750011124

distance 0.251 · cross-district

#3 · Bhandaracell 4710002053

distance 0.252 · cross-district

#4 · Bhandaracell 4710002786

distance 0.252 · cross-district

#5 · Amravaticell 4680009834

distance 0.255

#6 · Nagpurcell 4840005616

distance 0.255 · cross-district

#7 · Nagpurcell 4840005636

distance 0.257 · cross-district

#8 · Nagpurcell 4840006259

distance 0.261 · cross-district

#9 · Bhandaracell 4710001887

distance 0.266 · cross-district

#10 · Bhandaracell 4710001723

distance 0.266 · cross-district

#11 · Chandrapurcell 4730009317

distance 0.267 · cross-district

#12 · Amravaticell 4680009905

distance 0.267

#13 · Bhandaracell 4710001121

distance 0.267 · cross-district

#14 · Bhandaracell 4710002868

distance 0.27 · cross-district

#15 · Bhandaracell 4710002543

distance 0.27 · cross-district

#16 · Bhandaracell 4710002508

distance 0.275 · cross-district

#17 · Nagpurcell 4840005001

distance 0.276 · cross-district

#18 · Bhandaracell 4710001435

distance 0.277 · 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":4680009971}}}'

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.