Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004589

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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.328

lower = more alike (weighted)

The twins, closest first

#1 · Dhulecell 4740005043

distance 0.328 · cross-district

#2 · Ahmednagarcell 4660012030

distance 0.329 · cross-district

#3 · Nagpurcell 4840006356

distance 0.33 · cross-district

#4 · Ahmednagarcell 4660012925

distance 0.335 · cross-district

#5 · Yavatmalcell 5000002561

distance 0.344 · cross-district

#6 · Jalgaoncell 4780006198

distance 0.345 · cross-district

#7 · Dharashivcell 4880004916

distance 0.351 · cross-district

#8 · Bhandaracell 4710000771

distance 0.353 · cross-district

#9 · Gadchirolicell 4750010508

distance 0.356 · cross-district

#10 · Jalgaoncell 4780002615

distance 0.358 · cross-district

#11 · Yavatmalcell 5000002446

distance 0.358 · cross-district

#12 · Wardhacell 4980000667

distance 0.363 · cross-district

#13 · Akolacell 4670004639

distance 0.365 · cross-district

#14 · Buldhanacell 4720004150

distance 0.37 · cross-district

#15 · Jalgaoncell 4780007091

distance 0.37 · cross-district

#16 · Wardhacell 4980000329

distance 0.37 · cross-district

#17 · Yavatmalcell 5000008567

distance 0.37 · cross-district

#18 · Amravaticell 4680006290

distance 0.37 · 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":4730004589}}}'

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.