Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007069

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006667

distance 0.164

#2 · Amravaticell 4680004469

distance 0.177 · cross-district

#3 · Amravaticell 4680002499

distance 0.185 · cross-district

#4 · Jalgaoncell 4780002540

distance 0.192 · cross-district

#5 · Amravaticell 4680004658

distance 0.195 · cross-district

#6 · Yavatmalcell 5000008486

distance 0.196 · cross-district

#7 · Wardhacell 4980002180

distance 0.197 · cross-district

#8 · Gondiacell 4760000031

distance 0.199 · cross-district

#9 · Yavatmalcell 5000001673

distance 0.199 · cross-district

#10 · Amravaticell 4680004277

distance 0.201 · cross-district

#11 · Gadchirolicell 4750011831

distance 0.203 · cross-district

#12 · Yavatmalcell 5000003397

distance 0.203 · cross-district

#13 · Amravaticell 4680004660

distance 0.204 · cross-district

#14 · Chandrapurcell 4730004993

distance 0.206

#15 · Hingolicell 4770000387

distance 0.206 · cross-district

#16 · Amravaticell 4680007379

distance 0.207 · cross-district

#17 · Amravaticell 4680002394

distance 0.208 · cross-district

#18 · Bhandaracell 4710000656

distance 0.209 · 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":4730007069}}}'

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.