Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002818

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.242

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004102

distance 0.242 · cross-district

#2 · Nagpurcell 4840003993

distance 0.295 · cross-district

#3 · Nagpurcell 4840006516

distance 0.316 · cross-district

#4 · Nagpurcell 4840008013

distance 0.317 · cross-district

#5 · Jalgaoncell 4780007539

distance 0.327 · cross-district

#6 · Bhandaracell 4710002905

distance 0.333

#7 · Bhandaracell 4710002770

distance 0.333

#8 · Nagpurcell 4840007248

distance 0.337 · cross-district

#9 · Nagpurcell 4840000984

distance 0.342 · cross-district

#10 · Chandrapurcell 4730009720

distance 0.343 · cross-district

#11 · Bhandaracell 4710002755

distance 0.345

#12 · Nagpurcell 4840006024

distance 0.345 · cross-district

#13 · Nagpurcell 4840006737

distance 0.35 · cross-district

#14 · Yavatmalcell 5000006097

distance 0.351 · cross-district

#15 · Nagpurcell 4840002970

distance 0.352 · cross-district

#16 · Nagpurcell 4840008401

distance 0.357 · cross-district

#17 · Nagpurcell 4840001756

distance 0.357 · cross-district

#18 · Nagpurcell 4840008448

distance 0.357 · 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":471,"cluster_id":4710002818}}}'

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.