Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005208

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 8 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.612

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005860

distance 0.612 · cross-district

#2 · Gadchirolicell 4750000178

distance 0.653 · cross-district

#3 · Buldhanacell 4720003896

distance 0.658 · cross-district

#4 · Bhandaracell 4710001003

distance 0.691 · cross-district

#5 · Gadchirolicell 4750009899

distance 0.692 · cross-district

#6 · Dharashivcell 4880003994

distance 0.694 · cross-district

#7 · Chandrapurcell 4730009197

distance 0.696

#8 · Buldhanacell 4720001420

distance 0.712 · cross-district

#9 · Gadchirolicell 4750000064

distance 0.714 · cross-district

#10 · Gadchirolicell 4750008697

distance 0.714 · cross-district

#11 · Chandrapurcell 4730005717

distance 0.716

#12 · Beedcell 4700004616

distance 0.721 · cross-district

#13 · Gadchirolicell 4750000179

distance 0.727 · cross-district

#14 · Buldhanacell 4720001191

distance 0.728 · cross-district

#15 · Jalnacell 4790001200

distance 0.728 · cross-district

#16 · Dhulecell 4740004837

distance 0.728 · cross-district

#17 · Dharashivcell 4880003923

distance 0.734 · cross-district

#18 · Gadchirolicell 4750008007

distance 0.736 · 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":473,"cluster_id":4730005208}}}'

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.