Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002808

The MH-36 locality cells most similar to this Bhandara 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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.086

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002543

distance 0.086

#2 · Nagpurcell 4840005375

distance 0.095 · cross-district

#3 · Bhandaracell 4710002780

distance 0.103

#4 · Bhandaracell 4710002674

distance 0.108

#5 · Nagpurcell 4840004309

distance 0.123 · cross-district

#6 · Bhandaracell 4710002843

distance 0.123

#7 · Bhandaracell 4710002868

distance 0.126

#8 · Nagpurcell 4840002200

distance 0.127 · cross-district

#9 · Bhandaracell 4710002786

distance 0.13

#10 · Bhandaracell 4710002510

distance 0.131

#11 · Nagpurcell 4840001996

distance 0.134 · cross-district

#12 · Nagpurcell 4840007043

distance 0.134 · cross-district

#13 · Nagpurcell 4840005767

distance 0.134 · cross-district

#14 · Nagpurcell 4840005259

distance 0.135 · cross-district

#15 · Nagpurcell 4840002852

distance 0.137 · cross-district

#16 · Bhandaracell 4710002764

distance 0.14

#17 · Nagpurcell 4840005628

distance 0.14 · cross-district

#18 · Bhandaracell 4710002473

distance 0.152

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":471,"cluster_id":4710002808}}}'

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.