Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005409

The MH-36 locality cells most similar to this Chandrapur 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

0.021

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005512

distance 0.021

#2 · Chandrapurcell 4730005618

distance 0.05

#3 · Chandrapurcell 4730005616

distance 0.052

#4 · Chandrapurcell 4730005510

distance 0.054

#5 · Chandrapurcell 4730005721

distance 0.054

#6 · Chandrapurcell 4730007222

distance 0.054

#7 · Chandrapurcell 4730005725

distance 0.055

#8 · Chandrapurcell 4730006062

distance 0.056

#9 · Chandrapurcell 4730005828

distance 0.057

#10 · Chandrapurcell 4730006296

distance 0.058

#11 · Chandrapurcell 4730005408

distance 0.058

#12 · Chandrapurcell 4730005617

distance 0.059

#13 · Chandrapurcell 4730005726

distance 0.059

#14 · Chandrapurcell 4730005724

distance 0.059

#15 · Chandrapurcell 4730006297

distance 0.059

#16 · Chandrapurcell 4730005427

distance 0.061

#17 · Chandrapurcell 4730005946

distance 0.062

#18 · Chandrapurcell 4730006411

distance 0.062

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":473,"cluster_id":4730005409}}}'

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.