Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008020

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

0.018

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007919

distance 0.018

#2 · Chandrapurcell 4730007699

distance 0.02

#3 · Chandrapurcell 4730007811

distance 0.023

#4 · Chandrapurcell 4730007922

distance 0.025

#5 · Chandrapurcell 4730007700

distance 0.032

#6 · Chandrapurcell 4730007920

distance 0.032

#7 · Chandrapurcell 4730007810

distance 0.033

#8 · Chandrapurcell 4730007696

distance 0.033

#9 · Chandrapurcell 4730007812

distance 0.033

#10 · Chandrapurcell 4730007809

distance 0.038

#11 · Chandrapurcell 4730007589

distance 0.04

#12 · Chandrapurcell 4730007701

distance 0.04

#13 · Chandrapurcell 4730007590

distance 0.051

#14 · Chandrapurcell 4730008110

distance 0.065

#15 · Chandrapurcell 4730007585

distance 0.067

#16 · Chandrapurcell 4730008019

distance 0.07

#17 · Chandrapurcell 4730008018

distance 0.071

#18 · Chandrapurcell 4730008116

distance 0.079

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":4730008020}}}'

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.