Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009652

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000094

distance 0.155 · cross-district

#2 · Chandrapurcell 4730008425

distance 0.169

#3 · Bhandaracell 4710000510

distance 0.172 · cross-district

#4 · Bhandaracell 4710000066

distance 0.174 · cross-district

#5 · Wardhacell 4980000825

distance 0.2 · cross-district

#6 · Chandrapurcell 4730007413

distance 0.203

#7 · Chandrapurcell 4730009602

distance 0.204

#8 · Chandrapurcell 4730009233

distance 0.21

#9 · Chandrapurcell 4730009673

distance 0.211

#10 · Bhandaracell 4710000011

distance 0.212 · cross-district

#11 · Wardhacell 4980000398

distance 0.218 · cross-district

#12 · Nagpurcell 4840000026

distance 0.218 · cross-district

#13 · Wardhacell 4980000826

distance 0.222 · cross-district

#14 · Chandrapurcell 4730007292

distance 0.222

#15 · Wardhacell 4980001009

distance 0.225 · cross-district

#16 · Wardhacell 4980000402

distance 0.225 · cross-district

#17 · Nagpurcell 4840001026

distance 0.225 · cross-district

#18 · Wardhacell 4980001208

distance 0.226 · 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":4730009652}}}'

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.