Bhārata Strata · Maharashtra · Gadchiroli · morphological twins

Places like cell 4750002521

The MH-36 locality cells most similar to this Gadchiroli 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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.018

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750002671

distance 0.018

#2 · Gadchirolicell 4750001515

distance 0.025

#3 · Gadchirolicell 4750002455

distance 0.032

#4 · Gadchirolicell 4750001592

distance 0.032

#5 · Gadchirolicell 4750001513

distance 0.034

#6 · Gadchirolicell 4750002524

distance 0.034

#7 · Gadchirolicell 4750002459

distance 0.037

#8 · Gadchirolicell 4750002454

distance 0.04

#9 · Gadchirolicell 4750002597

distance 0.041

#10 · Gadchirolicell 4750002519

distance 0.042

#11 · Gadchirolicell 4750001982

distance 0.042

#12 · Gadchirolicell 4750002591

distance 0.045

#13 · Gadchirolicell 4750002464

distance 0.045

#14 · Gadchirolicell 4750002674

distance 0.046

#15 · Gadchirolicell 4750002343

distance 0.047

#16 · Gadchirolicell 4750002596

distance 0.047

#17 · Gadchirolicell 4750002402

distance 0.048

#18 · Gadchirolicell 4750002520

distance 0.05

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":475,"cluster_id":4750002521}}}'

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.